2440 lines
556 KiB
Plaintext
2440 lines
556 KiB
Plaintext
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[2026-07-15 03:02:00] stage 1/1: /home/ll/llm4rec/experiments/configs/v38_v29_r3_aggressive_lr7e7_ep10.yaml
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/home/ll/llm4rec/demo/LLaMA-Factory/.venv/lib/python3.11/site-packages/jieba/_compat.py:18: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
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import pkg_resources
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[transformers] warmup_ratio is deprecated and will be removed in v5.2. Use `warmup_steps` instead.
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[transformers] `logging_dir` is deprecated and will be removed in v5.2. Please set `TENSORBOARD_LOGGING_DIR` instead.
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[INFO|2026-07-15 03:02:03] llamafactory.hparams.parser:523 >> Process rank: 0, world size: 1, device: cuda:0, distributed training: False, compute dtype: torch.bfloat16
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[INFO|configuration_utils.py:769] 2026-07-15 03:02:03,667 >> loading configuration file /home/ll/llm4rec/experiments/outputs/v29_v19_user_world_guard_lr8e7_ep018/config.json
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[INFO|configuration_utils.py:847] 2026-07-15 03:02:03,669 >> Model config Qwen3Config {
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"architectures": [
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"Qwen3ForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": null,
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"dtype": "bfloat16",
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"eos_token_id": 151645,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_types": [
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention"
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],
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"max_position_embeddings": 40960,
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"max_window_layers": 28,
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"model_type": "qwen3",
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"num_attention_heads": 16,
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"num_hidden_layers": 28,
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"num_key_value_heads": 8,
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"pad_token_id": 151643,
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"rms_norm_eps": 1e-06,
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"rope_parameters": {
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"rope_theta": 1000000,
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"rope_type": "default"
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},
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"sliding_window": null,
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"tie_word_embeddings": false,
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"transformers_version": "5.6.0",
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"use_cache": false,
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"use_sliding_window": false,
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"vocab_size": 176253
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}
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[INFO|configuration_utils.py:769] 2026-07-15 03:02:04,319 >> loading configuration file /home/ll/llm4rec/experiments/outputs/v29_v19_user_world_guard_lr8e7_ep018/config.json
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[INFO|configuration_utils.py:847] 2026-07-15 03:02:04,320 >> Model config Qwen3Config {
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"architectures": [
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"Qwen3ForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": null,
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"dtype": "bfloat16",
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"eos_token_id": 151645,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_types": [
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention"
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],
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"max_position_embeddings": 40960,
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"max_window_layers": 28,
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"model_type": "qwen3",
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"num_attention_heads": 16,
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"num_hidden_layers": 28,
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"num_key_value_heads": 8,
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"pad_token_id": 151643,
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"rms_norm_eps": 1e-06,
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"rope_parameters": {
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"rope_theta": 1000000,
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"rope_type": "default"
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},
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"sliding_window": null,
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"tie_word_embeddings": false,
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"transformers_version": "5.6.0",
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"use_cache": false,
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"use_sliding_window": false,
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"vocab_size": 176253
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}
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[INFO|configuration_utils.py:769] 2026-07-15 03:02:04,320 >> loading configuration file /home/ll/llm4rec/experiments/outputs/v29_v19_user_world_guard_lr8e7_ep018/config.json
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[INFO|configuration_utils.py:847] 2026-07-15 03:02:04,320 >> Model config Qwen3Config {
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"architectures": [
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"Qwen3ForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": null,
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"dtype": "bfloat16",
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"eos_token_id": 151645,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_types": [
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention"
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],
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"max_position_embeddings": 40960,
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"max_window_layers": 28,
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"model_type": "qwen3",
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"num_attention_heads": 16,
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"num_hidden_layers": 28,
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"num_key_value_heads": 8,
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"pad_token_id": 151643,
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"rms_norm_eps": 1e-06,
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"rope_parameters": {
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"rope_theta": 1000000,
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"rope_type": "default"
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},
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"sliding_window": null,
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"tie_word_embeddings": false,
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"transformers_version": "5.6.0",
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"use_cache": false,
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"use_sliding_window": false,
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"vocab_size": 176253
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}
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[INFO|2026-07-15 03:02:04] llamafactory.data.loader:144 >> Loading dataset /home/ll/llm4rec/experiments/data/v38_r3_aggressive.jsonl...
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Setting num_proc from 16 back to 1 for the train split to disable multiprocessing as it only contains one shard.
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Generating train split: 0 examples [00:00, ? examples/s]
Generating train split: 24759 examples [00:00, 217822.74 examples/s]
Generating train split: 57937 examples [00:00, 251369.30 examples/s]
Generating train split: 80000 examples [00:00, 255491.64 examples/s]
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Converting format of dataset (num_proc=16): 0%| | 0/80000 [00:00<?, ? examples/s]
Converting format of dataset (num_proc=16): 1%| | 722/80000 [00:00<00:32, 2442.73 examples/s]
Converting format of dataset (num_proc=16): 36%|███▌ | 28515/80000 [00:00<00:00, 91723.41 examples/s]
Converting format of dataset (num_proc=16): 74%|███████▍ | 59578/80000 [00:00<00:00, 159696.38 examples/s]
Converting format of dataset (num_proc=16): 100%|██████████| 80000/80000 [00:00<00:00, 112061.25 examples/s]
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Running tokenizer on dataset (num_proc=16): 0%| | 0/80000 [00:00<?, ? examples/s]
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Running tokenizer on dataset (num_proc=16): 45%|████▌ | 36000/80000 [00:11<00:11, 3693.20 examples/s]
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Running tokenizer on dataset (num_proc=16): 56%|█████▋ | 45000/80000 [00:13<00:06, 5306.29 examples/s]
Running tokenizer on dataset (num_proc=16): 5
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training example:
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input_ids:
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|
[151644, 872, 198, 10904, 20002, 108221, 100022, 10958, 28311, 10904, 17, 15, 17, 20, 12, 15, 18, 12, 17, 21, 10958, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 14, 104181, 75437, 100541, 60, 220, 176249, 158161, 167203, 173445, 198, 10904, 17, 15, 17, 20, 12, 15, 19, 12, 15, 17, 10958, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 158309, 160626, 173616, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 155036, 163715, 174331, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 158161, 160312, 171729, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 157217, 162343, 171079, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 156041, 165900, 172520, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 153626, 167203, 168928, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 154497, 167910, 172106, 198, 10904, 17, 15, 17, 20, 12, 15, 19, 12, 15, 18, 10958, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 156041, 162295, 174662, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 154497, 167203, 171587, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 158309, 160558, 168152, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 157397, 160391, 170578, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 156041, 164746, 170351, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 156041, 161869, 174993, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 158161, 167755, 168492, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 153454, 160558, 175149, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 158414, 167078, 174331, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 155036, 165900, 169089, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 157397, 166774, 172546, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 156041, 160558, 174328, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 158161, 167078, 168928, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 152976, 163936, 174331, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 158309, 160558, 172963, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 152976, 167910, 173994, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 159397, 167669, 171087, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 157397, 166105, 175555, 198, 10904, 17, 15, 17, 20, 12, 15, 19, 12, 15, 19, 10958, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 157768, 166637, 172572, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 158161, 160312, 171581, 198, 10904, 17, 15, 17, 20, 12, 15, 19, 12, 15, 20, 10958, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 152236, 166957, 174305, 198, 10904, 17, 15, 17, 20, 12, 15, 19, 12, 15, 22, 10958, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 156041, 164992, 170427, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 152570, 166924, 174037, 198, 10904, 17, 15, 17, 20, 12, 15, 19, 12, 15, 24, 10958, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 158161, 160312, 176109, 198, 10904, 17, 15, 17, 20, 12, 15, 19, 12, 16, 17, 10958, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 152898, 167066, 173616, 198, 10904, 17, 15, 17, 20, 12, 15, 19, 12, 16, 23, 10958, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 152636, 166303, 174331, 198, 10904, 17, 15, 17, 20, 12, 15, 19, 12, 17, 17, 10958, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 156512, 166095, 174811, 198, 10904, 17, 15, 17, 20, 12, 15, 19, 12, 17, 18, 10958, 198, 220, 1177, 25, 313, 508, 101981, 12, 100020, 60, 220, 176249, 152636, 167910, 171551, 198, 10904, 17, 15, 17, 20, 12, 15, 19, 12, 17, 22, 10958, 198, 220, 1177, 25, 313, 5
|
|||
|
|
inputs:
|
|||
|
|
<|im_start|>user
|
|||
|
|
【用户交互历史】：
|
|||
|
|
【2025-03-26】
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_6492><s_b_7342><s_c_5392>
|
|||
|
|
【2025-04-02】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6640><s_b_765><s_c_5563>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_3367><s_b_3854><s_c_6278>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6492><s_b_451><s_c_3676>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_5548><s_b_2482><s_c_3026>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_6039><s_c_4467>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1957><s_b_7342><s_c_875>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_2828><s_b_8049><s_c_4053>
|
|||
|
|
【2025-04-03】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_2434><s_c_6609>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_2828><s_b_7342><s_c_3534>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6640><s_b_697><s_c_99>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_5728><s_b_530><s_c_2525>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_4885><s_c_2298>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_2008><s_c_6940>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6492><s_b_7894><s_c_439>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1785><s_b_697><s_c_7096>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6745><s_b_7217><s_c_6278>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_3367><s_b_6039><s_c_1036>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_5728><s_b_6913><s_c_4493>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_697><s_c_6275>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6492><s_b_7217><s_c_875>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1307><s_b_4075><s_c_6278>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6640><s_b_697><s_c_4910>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1307><s_b_8049><s_c_5941>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_7728><s_b_7808><s_c_3034>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_5728><s_b_6244><s_c_7502>
|
|||
|
|
【2025-04-04】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6099><s_b_6776><s_c_4519>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6492><s_b_451><s_c_3528>
|
|||
|
|
【2025-04-05】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_567><s_b_7096><s_c_6252>
|
|||
|
|
【2025-04-07】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_5131><s_c_2374>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_901><s_b_7063><s_c_5984>
|
|||
|
|
【2025-04-09】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6492><s_b_451><s_c_8056>
|
|||
|
|
【2025-04-12】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1229><s_b_7205><s_c_5563>
|
|||
|
|
【2025-04-18】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_967><s_b_6442><s_c_6278>
|
|||
|
|
【2025-04-22】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4843><s_b_6234><s_c_6758>
|
|||
|
|
【2025-04-23】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_967><s_b_8049><s_c_3498>
|
|||
|
|
【2025-04-27】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_229><s_b_7342><s_c_3676>
|
|||
|
|
【2025-04-30】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_7246><s_c_6609>
|
|||
|
|
【2025-05-09】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2533><s_b_7687><s_c_8113>
|
|||
|
|
【2025-05-10】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2533><s_b_7687><s_c_8113>
|
|||
|
|
【2025-05-12】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2533><s_b_7687><s_c_8113>
|
|||
|
|
【2025-05-13】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_3889><s_b_5426><s_c_5983>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2533><s_b_7687><s_c_8113>
|
|||
|
|
【2025-05-17】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7041><s_b_5221><s_c_5601>
|
|||
|
|
【2025-05-24】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6627><s_b_3915><s_c_5563>
|
|||
|
|
【2025-06-03】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1436><s_b_1498><s_c_354>
|
|||
|
|
【2025-06-06】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_967><s_b_1282><s_c_7951>
|
|||
|
|
【2025-06-07】
|
|||
|
|
--:-- [直播-首次打赏] <|living_begin|><s_a_4372><s_b_8150><s_c_4200>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_3875><s_b_2095><s_c_7556>
|
|||
|
|
【2025-06-08】
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_1658><s_b_8049><s_c_4830>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7384><s_b_1801><s_c_5571>
|
|||
|
|
【2025-06-09】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7384><s_b_1801><s_c_5571>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6731><s_b_1801><s_c_378>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5307><s_b_3635><s_c_2024>
|
|||
|
|
【2025-06-12】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7618><s_b_5224><s_c_3775>
|
|||
|
|
【2025-06-13】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1658><s_b_7410><s_c_7264>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_3456><s_c_3026>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_4814><s_b_2312><s_c_7328>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7550><s_b_4488><s_c_3852>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7550><s_b_5131><s_c_6597>
|
|||
|
|
【2025-06-14】
|
|||
|
|
--:-- [直播-打赏] <|living_begin|><s_a_3749><s_b_7776><s_c_7951>
|
|||
|
|
【2025-06-15】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1938><s_b_7016><s_c_7658>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_3550><s_b_1119><s_c_7266>
|
|||
|
|
【2025-06-16】
|
|||
|
|
--:-- [直播-首次打赏] <|living_begin|><s_a_4074><s_b_3380><s_c_6278>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5463><s_b_1113><s_c_1158>
|
|||
|
|
【2025-06-19】
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_2012><s_b_7342><s_c_2165>
|
|||
|
|
【2025-12-24】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5161><s_b_3721><s_c_3849>
|
|||
|
|
【2025-12-25】
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_1790><s_b_7342><s_c_7951>
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_1790><s_b_3569><s_c_4849>
|
|||
|
|
【2025-12-27】
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_1790><s_b_7342><s_c_3026>
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_1790><s_b_7342><s_c_3589>
|
|||
|
|
【2025-12-28】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6627><s_b_697><s_c_4232>
|
|||
|
|
【2026-01-01】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_3889><s_b_2956><s_c_4594>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_3889><s_b_5449><s_c_5345>
|
|||
|
|
【2026-01-03】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1882><s_b_2960><s_c_5022>
|
|||
|
|
【2026-01-04】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1790><s_b_7342><s_c_6278>
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_77><s_b_6776><s_c_8079>
|
|||
|
|
--:-- [直播-首次打赏] <|living_begin|><s_a_6627><s_b_6234><s_c_7602>
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_1229><s_b_5727><s_c_4722>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2950><s_b_6653><s_c_708>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7618><s_b_8007><s_c_3033>
|
|||
|
|
【2026-01-05】
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_6359><s_b_6776><s_c_1708>
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_6590><s_b_765><s_c_3846>
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_6359><s_b_6525><s_c_6278>
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_6099><s_b_6776><s_c_523>
|
|||
|
|
【2026-01-06】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1790><s_b_5081><s_c_6278>
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_4372><s_b_6776><s_c_2109>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5848><s_b_1297><s_c_6712>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5848><s_b_3284><s_c_5725>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5848><s_b_6653><s_c_3909>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1937><s_b_4150><s_c_3250>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5922><s_b_3306><s_c_4098>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2680><s_b_6204><s_c_920>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7787><s_b_3318><s_c_3267>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_6182><s_b_3146><s_c_8029>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7787><s_b_3318><s_c_2084>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5848><s_b_1297><s_c_6712>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5848><s_b_3284><s_c_5725>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1937><s_b_4150><s_c_3250>
|
|||
|
|
【2026-01-07】
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_1790><s_b_697><s_c_3589>
|
|||
|
|
10:45 [广告-深度转化] <|ad_begin|><s_a_786><s_b_1471><s_c_4515>
|
|||
|
|
11:53 [广告-深度转化] <|ad_begin|><s_a_5988><s_b_1310><s_c_6833>
|
|||
|
|
14:41 [广告-深度转化] <|ad_begin|><s_a_4020><s_b_6798><s_c_4515>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_4179><s_b_7399><s_c_3573>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_3453><s_b_6709><s_c_1472>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2380><s_b_4539><s_c_4417>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1882><s_b_2960><s_c_5022>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_3374><s_b_3584><s_c_4414>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7787><s_b_1907><s_c_6737>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1094><s_b_3601><s_c_1156>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5848><s_b_2033><s_c_4545>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5848><s_b_5492><s_c_6237>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_6396><s_b_7778><s_c_94>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2452><s_b_6483><s_c_4233>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_3806><s_b_4692><s_c_7533>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_4179><s_b_7399><s_c_3573>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1882><s_b_2960><s_c_5022>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5848><s_b_2033><s_c_4545>
|
|||
|
|
【2026-01-08】
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_1790><s_b_7342><s_c_7951>
|
|||
|
|
--:-- [直播-首次打赏] <|living_begin|><s_a_4372><s_b_7342><s_c_8033>
|
|||
|
|
10:50 [广告-深度转化] <|ad_begin|><s_a_4340><s_b_463><s_c_6067>
|
|||
|
|
12:51 [广告-深度转化] <|ad_begin|><s_a_6302><s_b_2812><s_c_1439>
|
|||
|
|
12:54 [广告-深度转化] <|ad_begin|><s_a_5144><s_b_2812><s_c_2253>
|
|||
|
|
13:11 [广告-深度转化] <|ad_begin|><s_a_6140><s_b_3280><s_c_7689>
|
|||
|
|
15:32 [广告-深度转化] <|ad_begin|><s_a_7679><s_b_6123><s_c_4373>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2837><s_b_3393><s_c_3254>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2826><s_b_2296><s_c_5290>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5354><s_b_3448><s_c_3610>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7787><s_b_1907><s_c_6737>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_3453><s_b_6709><s_c_4829>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1703><s_b_8018><s_c_1982>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2452><s_b_5022><s_c_6467>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2826><s_b_2296><s_c_5290>
|
|||
|
|
【2026-01-09】
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_1790><s_b_7342><s_c_3026>
|
|||
|
|
05:06 [广告-深度转化] <|ad_begin|><s_a_5988><s_b_1310><s_c_6833>
|
|||
|
|
05:07 [广告-深度转化] <|ad_begin|><s_a_143><s_b_7963><s_c_3987>
|
|||
|
|
【2026-01-10】
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_1790><s_b_5081><s_c_6278>
|
|||
|
|
08:45 [广告-深度转化] <|ad_begin|><s_a_4020><s_b_6798><s_c_4515>
|
|||
|
|
08:50 [广告-深度转化] <|ad_begin|><s_a_250><s_b_928><s_c_5807>
|
|||
|
|
09:04 [广告-深度转化] <|ad_begin|><s_a_759><s_b_6244><s_c_4444>
|
|||
|
|
【2026-01-11】
|
|||
|
|
08:11 [广告-深度转化] <|ad_begin|><s_a_786><s_b_5169><s_c_6908>
|
|||
|
|
【2026-01-12】
|
|||
|
|
--:-- [直播-打赏] <|living_begin|><s_a_1790><s_b_7342><s_c_4133>
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_1790><s_b_7342><s_c_8143>
|
|||
|
|
02:05 [广告-深度转化] <|ad_begin|><s_a_786><s_b_1366><s_c_7096>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2174><s_b_7262><s_c_3483>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2174><s_b_7262><s_c_3483>
|
|||
|
|
【2026-01-13】
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_1790><s_b_7342><s_c_3953>
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_3388><s_b_3569><s_c_4783>
|
|||
|
|
12:08 [广告-深度转化] <|ad_begin|><s_a_3977><s_b_6234><s_c_4647>
|
|||
|
|
12:17 [广告-深度转化] <|ad_begin|><s_a_786><s_b_5169><s_c_4515>
|
|||
|
|
12:19 [广告-深度转化] <|ad_begin|><s_a_4340><s_b_4059><s_c_1708>
|
|||
|
|
【2026-01-14】
|
|||
|
|
--:-- [直播-打赏] <|living_begin|><s_a_1790><s_b_620><s_c_6278>
|
|||
|
|
01:56 [广告-深度转化] <|ad_begin|><s_a_5988><s_b_4340><s_c_3464>
|
|||
|
|
02:00 [广告-深度转化] <|ad_begin|><s_a_4258><s_b_5169><s_c_210>
|
|||
|
|
02:03 [广告-深度转化] <|ad_begin|><s_a_786><s_b_5467><s_c_7683>
|
|||
|
|
03:45 [广告-深度转化] <|ad_begin|><s_a_2817><s_b_7225><s_c_5776>
|
|||
|
|
03:51 [广告-深度转化] <|ad_begin|><s_a_2618><s_b_7337><s_c_532>
|
|||
|
|
03:53 [广告-深度转化] <|ad_begin|><s_a_4928><s_b_4485><s_c_3555>
|
|||
|
|
04:09 [广告-深度转化] <|ad_begin|><s_a_786><s_b_4541><s_c_2493>
|
|||
|
|
04:48 [广告-深度转化] <|ad_begin|><s_a_4020><s_b_6379><s_c_3987>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2452><s_b_5022><s_c_6467>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_6421><s_b_5816><s_c_3020>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2950><s_b_6653><s_c_708>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6421><s_b_5816><s_c_3020>
|
|||
|
|
【2026-01-16】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1790><s_b_7342><s_c_7951>
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_1790><s_b_7342><s_c_1218>
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_726><s_b_7342><s_c_6278>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_4019><s_b_5375><s_c_7352>
|
|||
|
|
【2026-01-19】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_4014><s_b_6925><s_c_399>
|
|||
|
|
【2026-01-20】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1790><s_b_5081><s_c_6278>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5848><s_b_4356><s_c_4839>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5848><s_b_4356><s_c_4839>
|
|||
|
|
【2026-01-22】
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_1790><s_b_7342><s_c_4849>
|
|||
|
|
15:05 [广告-深度转化] <|ad_begin|><s_a_143><s_b_3569><s_c_4548>
|
|||
|
|
22:39 [视频-长播] <|video_begin|><s_a_5591><s_b_5676><s_c_6718>
|
|||
|
|
22:39 [视频-长播] <|video_begin|><s_a_5903><s_b_6334><s_c_7616>
|
|||
|
|
22:39 [视频-长播] <|video_begin|><s_a_5058><s_b_3656><s_c_2781>
|
|||
|
|
22:53 [视频-长播] <|video_begin|><s_a_77><s_b_765><s_c_5126>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_358><s_b_1991><s_c_3562>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_358><s_b_1991><s_c_3562>
|
|||
|
|
23:17 [视频-长播] <|video_begin|><s_a_5159><s_b_1382><s_c_4208>
|
|||
|
|
【2026-01-23】
|
|||
|
|
03:09 [视频-评论/点赞/长播] <|video_begin|><s_a_4843><s_b_7272><s_c_5563>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2950><s_b_6780><s_c_6653>
|
|||
|
|
【2026-01-25】
|
|||
|
|
15:44 [广告-深度转化] <|ad_begin|><s_a_7342><s_b_6234><s_c_6355>
|
|||
|
|
15:59 [广告-深度转化] <|ad_begin|><s_a_7989><s_b_4198><s_c_1345>
|
|||
|
|
【2026-01-26】
|
|||
|
|
--:-- [直播-打赏] <|living_begin|><s_a_1790><s_b_5081><s_c_7951>
|
|||
|
|
13:36 [广告-深度转化] <|ad_begin|><s_a_7697><s_b_3832><s_c_3650>
|
|||
|
|
22:46 [视频-点赞/长播] <|video_begin|><s_a_3818><s_b_7765><s_c_7289>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2950><s_b_1240><s_c_1644>
|
|||
|
|
【2026-01-27】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1790><s_b_7342><s_c_7951>
|
|||
|
|
04:42 [广告-深度转化] <|ad_begin|><s_a_6302><s_b_4733><s_c_4252>
|
|||
|
|
04:58 [广告-深度转化] <|ad_begin|><s_a_6302><s_b_2281><s_c_7099>
|
|||
|
|
14:54 [视频-点赞/长播] <|video_begin|><s_a_6401><s_b_5676><s_c_1935>
|
|||
|
|
15:18 [广告-深度转化] <|ad_begin|><s_a_6503><s_b_7537><s_c_4567>
|
|||
|
|
【2026-01-28】
|
|||
|
|
03:04 [视频-长播] <|video_begin|><s_a_4646><s_b_7333><s_c_4467>
|
|||
|
|
03:04 [视频-长播] <|video_begin|><s_a_4030><s_b_513><s_c_2374>
|
|||
|
|
03:04 [视频-点赞/长播] <|video_begin|><s_a_1272><s_b_581><s_c_7106>
|
|||
|
|
【2026-01-29】
|
|||
|
|
05:26 [视频-评论/点赞/长播] <|video_begin|><s_a_4396><s_b_1813><s_c_1114>
|
|||
|
|
10:04 [广告-深度转化] <|ad_begin|><s_a_5062><s_b_1399><s_c_6583>
|
|||
|
|
14:36 [视频-关注/长播] <|video_begin|><s_a_1427><s_b_4033><s_c_5563>
|
|||
|
|
14:46 [视频-点赞/长播] <|video_begin|><s_a_231><s_b_6973><s_c_4859>
|
|||
|
|
14:59 [视频-长播] <|video_begin|><s_a_7149><s_b_4460><s_c_6313>
|
|||
|
|
14:59 [视频-长播] <|video_begin|><s_a_6352><s_b_3915><s_c_2077>
|
|||
|
|
15:27 [视频-长播] <|video_begin|><s_a_116><s_b_1013><s_c_5823>
|
|||
|
|
15:34 [广告-深度转化] <|ad_begin|><s_a_7322><s_b_1434><s_c_1423>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_502><s_b_275><s_c_2955>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2671><s_b_746><s_c_7366>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_3650><s_b_1966><s_c_7706>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7184><s_b_3353><s_c_6384>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_3652><s_b_5377><s_c_2529>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7367><s_b_5449><s_c_4247>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_358><s_b_1991><s_c_3562>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_3650><s_b_725><s_c_6073>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_502><s_b_275><s_c_2955>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_3652><s_b_5377><s_c_2529>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_3650><s_b_725><s_c_6073>
|
|||
|
|
【2026-01-30】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1790><s_b_5934><s_c_6278>
|
|||
|
|
00:04 [广告-深度转化] <|ad_begin|><s_a_1790><s_b_1190><s_c_5563>
|
|||
|
|
03:58 [视频-长播] <|video_begin|><s_a_5546><s_b_1813><s_c_5181>
|
|||
|
|
03:58 [视频-长播] <|video_begin|><s_a_5629><s_b_3915><s_c_7800>
|
|||
|
|
04:10 [视频-长播] <|video_begin|><s_a_2051><s_b_4753><s_c_210>
|
|||
|
|
04:10 [视频-长播] <|video_begin|><s_a_16><s_b_5238><s_c_1148>
|
|||
|
|
13:21 [广告-深度转化] <|ad_begin|><s_a_2983><s_b_7749><s_c_708>
|
|||
|
|
13:59 [广告-深度转化] <|ad_begin|><s_a_6904><s_b_414><s_c_2165>
|
|||
|
|
14:00 [视频-点赞/长播] <|video_begin|><s_a_4340><s_b_1119><s_c_7125>
|
|||
|
|
14:00 [视频-评论/长播] <|video_begin|><s_a_4751><s_b_1013><s_c_7751>
|
|||
|
|
【2026-01-31】
|
|||
|
|
04:02 [视频-评论/长播] <|video_begin|><s_a_1106><s_b_6234><s_c_2781>
|
|||
|
|
14:15 [视频-长播] <|video_begin|><s_a_8164><s_b_3193><s_c_2189>
|
|||
|
|
【2026-02-01】
|
|||
|
|
10:46 [视频-长播] <|video_begin|><s_a_6843><s_b_1399><s_c_4208>
|
|||
|
|
11:06 [视频-长播] <|video_begin|><s_a_646><s_b_4851><s_c_5746>
|
|||
|
|
11:06 [视频-长播] <|video_begin|><s_a_6442><s_b_1974><s_c_5563>
|
|||
|
|
【2026-02-02】
|
|||
|
|
10:15 [视频-点赞/长播] <|video_begin|><s_a_3647><s_b_1738><s_c_5890>
|
|||
|
|
15:26 [视频-点赞/长播] <|video_begin|><s_a_5874><s_b_3083><s_c_88>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_6396><s_b_1713><s_c_1786>
|
|||
|
|
【2026-02-03】
|
|||
|
|
08:52 [视频-长播] <|video_begin|><s_a_2015><s_b_706><s_c_3026>
|
|||
|
|
08:52 [视频-点赞/长播] <|video_begin|><s_a_7796><s_b_1013><s_c_7635>
|
|||
|
|
12:26 [视频-点赞/长播] <|video_begin|><s_a_3510><s_b_2828><s_c_2070>
|
|||
|
|
15:10 [视频-长播] <|video_begin|><s_a_6388><s_b_6519><s_c_838>
|
|||
|
|
23:36 [视频-关注/长播] <|video_begin|><s_a_189><s_b_6521><s_c_7216>
|
|||
|
|
23:37 [视频-长播] <|video_begin|><s_a_562><s_b_2918><s_c_4757>
|
|||
|
|
23:44 [视频-长播] <|video_begin|><s_a_768><s_b_2330><s_c_5563>
|
|||
|
|
23:44 [视频-长播] <|video_begin|><s_a_2762><s_b_697><s_c_2543>
|
|||
|
|
23:44 [视频-长播] <|video_begin|><s_a_6735><s_b_6234><s_c_7677>
|
|||
|
|
23:44 [视频-长播] <|video_begin|><s_a_2051><s_b_2221><s_c_3973>
|
|||
|
|
23:44 [视频-长播] <|video_begin|><s_a_4343><s_b_4850><s_c_7951>
|
|||
|
|
23:44 [视频-长播] <|video_begin|><s_a_231><s_b_4120><s_c_7452>
|
|||
|
|
23:50 [视频-长播] <|video_begin|><s_a_2830><s_b_4134><s_c_7807>
|
|||
|
|
【2026-02-04】
|
|||
|
|
--:-- [直播-首次打赏] <|living_begin|><s_a_1790><s_b_5693><s_c_6278>
|
|||
|
|
00:58 [视频-长播] <|video_begin|><s_a_2252><s_b_3898><s_c_949>
|
|||
|
|
01:04 [视频-长播] <|video_begin|><s_a_2764><s_b_7888><s_c_916>
|
|||
|
|
01:04 [视频-长播] <|video_begin|><s_a_3883><s_b_7571><s_c_1708>
|
|||
|
|
01:04 [视频-长播] <|video_begin|><s_a_1349><s_b_1366><s_c_2038>
|
|||
|
|
01:08 [视频-长播] <|video_begin|><s_a_2764><s_b_763><s_c_2211>
|
|||
|
|
01:08 [视频-评论/长播] <|video_begin|><s_a_7609><s_b_665><s_c_3973>
|
|||
|
|
01:18 [视频-浏览] <|video_begin|><s_a_4808><s_b_3147><s_c_7548>
|
|||
|
|
01:23 [视频-长播] <|video_begin|><s_a_4615><s_b_7261><s_c_2568>
|
|||
|
|
01:34 [视频-长播] <|video_begin|><s_a_3660><s_b_7776><s_c_7899>
|
|||
|
|
01:34 [视频-点赞/长播] <|video_begin|><s_a_7609><s_b_4893><s_c_7675>
|
|||
|
|
01:34 [视频-评论/长播] <|video_begin|><s_a_2366><s_b_3076><s_c_6286>
|
|||
|
|
01:39 [视频-长播] <|video_begin|><s_a_143><s_b_7608><s_c_1708>
|
|||
|
|
01:39 [视频-长播] <|video_begin|><s_a_2764><s_b_3059><s_c_3534>
|
|||
|
|
01:57 [广告-深度转化] <|ad_begin|><s_a_1981><s_b_5175><s_c_5185>
|
|||
|
|
01:57 [广告-点击] <|ad_begin|><s_a_1981><s_b_5175><s_c_5185>
|
|||
|
|
01:57 [广告-点击] <|ad_begin|><s_a_143><s_b_7608><s_c_1708>
|
|||
|
|
01:58 [广告-深度转化] <|ad_begin|><s_a_786><s_b_915><s_c_2012>
|
|||
|
|
01:58 [广告-点击] <|ad_begin|><s_a_786><s_b_915><s_c_2012>
|
|||
|
|
01:58 [广告-点击] <|ad_begin|><s_a_143><s_b_7608><s_c_1708>
|
|||
|
|
02:00 [广告-点击] <|ad_begin|><s_a_6303><s_b_7214><s_c_1734>
|
|||
|
|
02:00 [广告-点击] <|ad_begin|><s_a_4340><s_b_713><s_c_1178>
|
|||
|
|
02:01 [广告-深度转化] <|ad_begin|><s_a_786><s_b_7181><s_c_2514>
|
|||
|
|
02:01 [广告-点击] <|ad_begin|><s_a_786><s_b_7181><s_c_2514>
|
|||
|
|
02:06 [广告-深度转化] <|ad_begin|><s_a_7417><s_b_6880><s_c_1444>
|
|||
|
|
02:06 [广告-点击] <|ad_begin|><s_a_7417><s_b_6880><s_c_1444>
|
|||
|
|
02:06 [广告-点击] <|ad_begin|><s_a_4340><s_b_5419><s_c_3685>
|
|||
|
|
02:09 [广告-点击] <|ad_begin|><s_a_5687><s_b_5081><s_c_2688>
|
|||
|
|
02:14 [广告-深度转化] <|ad_begin|><s_a_786><s_b_414><s_c_5402>
|
|||
|
|
02:14 [广告-点击] <|ad_begin|><s_a_786><s_b_414><s_c_5402>
|
|||
|
|
02:14 [广告-点击] <|ad_begin|><s_a_4340><s_b_5419><s_c_3685>
|
|||
|
|
02:23 [广告-深度转化] <|ad_begin|><s_a_805><s_b_5200><s_c_5185>
|
|||
|
|
02:23 [广告-点击] <|ad_begin|><s_a_805><s_b_5200><s_c_5185>
|
|||
|
|
02:23 [广告-深度转化] <|ad_begin|><s_a_6145><s_b_1141><s_c_998>
|
|||
|
|
02:23 [广告-点击] <|ad_begin|><s_a_6145><s_b_1141><s_c_998>
|
|||
|
|
02:23 [广告-点击] <|ad_begin|><s_a_4340><s_b_5419><s_c_3685>
|
|||
|
|
03:11 [广告-深度转化] <|ad_begin|><s_a_786><s_b_5849><s_c_6341>
|
|||
|
|
03:11 [广告-点击] <|ad_begin|><s_a_786><s_b_5849><s_c_6341>
|
|||
|
|
06:20 [视频-长播] <|video_begin|><s_a_2051><s_b_7342><s_c_6047>
|
|||
|
|
06:35 [视频-长播] <|video_begin|><s_a_5597><s_b_1575><s_c_4994>
|
|||
|
|
06:35 [视频-长播] <|video_begin|><s_a_2476><s_b_6234><s_c_5689>
|
|||
|
|
06:35 [视频-长播] <|video_begin|><s_a_2587><s_b_184><s_c_5413>
|
|||
|
|
07:20 [视频-长播] <|video_begin|><s_a_5998><s_b_2828><s_c_5502>
|
|||
|
|
07:20 [视频-长播] <|video_begin|><s_a_464><s_b_6782><s_c_2513>
|
|||
|
|
07:20 [视频-长播] <|video_begin|><s_a_7888><s_b_7414><s_c_4357>
|
|||
|
|
08:31 [广告-点击] <|ad_begin|><s_a_6755><s_b_1206><s_c_3016>
|
|||
|
|
08:33 [广告-点击] <|ad_begin|><s_a_143><s_b_5841><s_c_1>
|
|||
|
|
08:33 [广告-深度转化] <|ad_begin|><s_a_250><s_b_5268><s_c_3288>
|
|||
|
|
08:33 [广告-点击] <|ad_begin|><s_a_250><s_b_5268><s_c_3288>
|
|||
|
|
08:33 [广告-点击] <|ad_begin|><s_a_143><s_b_1099><s_c_6873>
|
|||
|
|
08:36 [视频-长播] <|video_begin|><s_a_4808><s_b_1642><s_c_4842>
|
|||
|
|
08:41 [广告-深度转化] <|ad_begin|><s_a_4020><s_b_7218><s_c_3447>
|
|||
|
|
08:41 [广告-点击] <|ad_begin|><s_a_4020><s_b_7218><s_c_3447>
|
|||
|
|
08:41 [广告-点击] <|ad_begin|><s_a_7847><s_b_7180><s_c_5903>
|
|||
|
|
08:42 [广告-深度转化] <|ad_begin|><s_a_786><s_b_6913><s_c_6976>
|
|||
|
|
08:42 [广告-点击] <|ad_begin|><s_a_786><s_b_6913><s_c_6976>
|
|||
|
|
08:42 [广告-点击] <|ad_begin|><s_a_3062><s_b_7963><s_c_6873>
|
|||
|
|
08:46 [广告-点击] <|ad_begin|><s_a_8091><s_b_7381><s_c_6760>
|
|||
|
|
08:55 [广告-点击] <|ad_begin|><s_a_3732><s_b_6234><s_c_7343>
|
|||
|
|
08:56 [广告-深度转化] <|ad_begin|><s_a_786><s_b_7603><s_c_5839>
|
|||
|
|
08:56 [广告-点击] <|ad_begin|><s_a_786><s_b_7603><s_c_5839>
|
|||
|
|
08:57 [广告-深度转化] <|ad_begin|><s_a_4340><s_b_713><s_c_1178>
|
|||
|
|
08:57 [广告-点击] <|ad_begin|><s_a_4340><s_b_713><s_c_1178>
|
|||
|
|
09:03 [广告-深度转化] <|ad_begin|><s_a_3463><s_b_581><s_c_2460>
|
|||
|
|
09:03 [广告-点击] <|ad_begin|><s_a_3463><s_b_581><s_c_2460>
|
|||
|
|
09:03 [广告-点击] <|ad_begin|><s_a_1977><s_b_4939><s_c_2971>
|
|||
|
|
09:08 [广告-深度转化] <|ad_begin|><s_a_786><s_b_1471><s_c_4939>
|
|||
|
|
09:08 [广告-点击] <|ad_begin|><s_a_786><s_b_1471><s_c_4939>
|
|||
|
|
09:08 [广告-点击] <|ad_begin|><s_a_4340><s_b_1642><s_c_1374>
|
|||
|
|
09:13 [广告-深度转化] <|ad_begin|><s_a_2618><s_b_2482><s_c_532>
|
|||
|
|
09:13 [广告-点击] <|ad_begin|><s_a_2618><s_b_2482><s_c_532>
|
|||
|
|
10:33 [视频-点赞/长播] <|video_begin|><s_a_16><s_b_3295><s_c_1881>
|
|||
|
|
11:18 [广告-深度转化] <|ad_begin|><s_a_7879><s_b_6435><s_c_3913>
|
|||
|
|
11:18 [广告-点击] <|ad_begin|><s_a_7879><s_b_6435><s_c_3913>
|
|||
|
|
11:18 [广告-点击] <|ad_begin|><s_a_5687><s_b_1259><s_c_7072>
|
|||
|
|
11:21 [广告-点击] <|ad_begin|><s_a_786><s_b_6592><s_c_2480>
|
|||
|
|
11:21 [广告-深度转化] <|ad_begin|><s_a_3014><s_b_5821><s_c_2988>
|
|||
|
|
11:21 [广告-点击] <|ad_begin|><s_a_3014><s_b_5821><s_c_2988>
|
|||
|
|
11:24 [广告-深度转化] <|ad_begin|><s_a_6345><s_b_3636><s_c_595>
|
|||
|
|
11:24 [广告-点击] <|ad_begin|><s_a_6345><s_b_3636><s_c_595>
|
|||
|
|
11:34 [广告-点击] <|ad_begin|><s_a_6345><s_b_3636><s_c_595>
|
|||
|
|
11:35 [广告-点击] <|ad_begin|><s_a_3406><s_b_5081><s_c_6879>
|
|||
|
|
11:41 [广告-点击] <|ad_begin|><s_a_6303><s_b_4932><s_c_7677>
|
|||
|
|
11:55 [广告-点击] <|ad_begin|><s_a_6303><s_b_4932><s_c_7677>
|
|||
|
|
11:59 [广告-点击] <|ad_begin|><s_a_8091><s_b_7381><s_c_6760>
|
|||
|
|
12:00 [广告-深度转化] <|ad_begin|><s_a_4020><s_b_1822><s_c_2409>
|
|||
|
|
12:00 [广告-点击] <|ad_begin|><s_a_4020><s_b_1822><s_c_2409>
|
|||
|
|
12:01 [广告-深度转化] <|ad_begin|><s_a_3977><s_b_6234><s_c_3890>
|
|||
|
|
12:01 [广告-点击] <|ad_begin|><s_a_3977><s_b_6234><s_c_3890>
|
|||
|
|
12:29 [广告-点击] <|ad_begin|><s_a_7847><s_b_7180><s_c_5903>
|
|||
|
|
12:29 [广告-深度转化] <|ad_begin|><s_a_4020><s_b_6379><s_c_6171>
|
|||
|
|
12:29 [广告-点击] <|ad_begin|><s_a_4020><s_b_6379><s_c_6171>
|
|||
|
|
12:32 [广告-点击] <|ad_begin|><s_a_6303><s_b_7603><s_c_237>
|
|||
|
|
12:37 [广告-点击] <|ad_begin|><s_a_6303><s_b_7603><s_c_237>
|
|||
|
|
12:49 [广告-点击] <|ad_begin|><s_a_8091><s_b_7381><s_c_6760>
|
|||
|
|
12:54 [广告-点击] <|ad_begin|><s_a_143><s_b_2221><s_c_2225>
|
|||
|
|
13:01 [广告-点击] <|ad_begin|><s_a_7295><s_b_5489><s_c_3589>
|
|||
|
|
13:02 [广告-点击] <|ad_begin|><s_a_6303><s_b_4932><s_c_7677>
|
|||
|
|
【2026-02-05】
|
|||
|
|
01:57 [视频-长播] <|video_begin|><s_a_7385><s_b_6924><s_c_1178>
|
|||
|
|
01:57 [视频-长播] <|video_begin|><s_a_3883><s_b_1201><s_c_5851>
|
|||
|
|
02:09 [视频-长播] <|video_begin|><s_a_2252><s_b_5676><s_c_4247>
|
|||
|
|
02:27 [视频-长播] <|video_begin|><s_a_6401><s_b_827><s_c_6856>
|
|||
|
|
02:27 [视频-点赞/长播] <|video_begin|><s_a_6321><s_b_4213><s_c_1306>
|
|||
|
|
02:28 [视频-点赞/长播] <|video_begin|><s_a_1440><s_b_1350><s_c_2309>
|
|||
|
|
02:39 [视频-长播] <|video_begin|><s_a_1336><s_b_6599><s_c_853>
|
|||
|
|
02:39 [视频-评论/长播] <|video_begin|><s_a_735><s_b_3978><s_c_785>
|
|||
|
|
02:46 [广告-深度转化] <|ad_begin|><s_a_786><s_b_7181><s_c_2932>
|
|||
|
|
02:46 [广告-点击] <|ad_begin|><s_a_786><s_b_7181><s_c_2932>
|
|||
|
|
02:46 [广告-点击] <|ad_begin|><s_a_1977><s_b_2031><s_c_2437>
|
|||
|
|
02:48 [广告-深度转化] <|ad_begin|><s_a_2005><s_b_6973><s_c_6468>
|
|||
|
|
02:48 [广告-点击] <|ad_begin|><s_a_2005><s_b_6973><s_c_6468>
|
|||
|
|
03:09 [广告-深度转化] <|ad_begin|><s_a_1977><s_b_1471><s_c_3449>
|
|||
|
|
03:09 [广告-点击] <|ad_begin|><s_a_1977><s_b_1471><s_c_3449>
|
|||
|
|
03:17 [广告-点击] <|ad_begin|><s_a_4340><s_b_1642><s_c_2082>
|
|||
|
|
03:18 [广告-深度转化] <|ad_begin|><s_a_1988><s_b_4116><s_c_5466>
|
|||
|
|
03:18 [广告-点击] <|ad_begin|><s_a_1988><s_b_4116><s_c_5466>
|
|||
|
|
03:25 [广告-深度转化] <|ad_begin|><s_a_250><s_b_3999><s_c_3034>
|
|||
|
|
03:25 [广告-点击] <|ad_begin|><s_a_250><s_b_3999><s_c_3034>
|
|||
|
|
03:25 [广告-点击] <|ad_begin|><s_a_1977><s_b_5467><s_c_259>
|
|||
|
|
04:21 [视频-评论/点赞/长播] <|video_begin|><s_a_4032><s_b_7414><s_c_5452>
|
|||
|
|
04:33 [视频-评论/点赞/长播] <|video_begin|><s_a_116><s_b_6234><s_c_5061>
|
|||
|
|
04:33 [视频-评论/长播] <|video_begin|><s_a_116><s_b_7081><s_c_3766>
|
|||
|
|
12:22 [广告-深度转化] <|ad_begin|><s_a_786><s_b_5467><s_c_3391>
|
|||
|
|
12:22 [广告-点击] <|ad_begin|><s_a_786><s_b_5467><s_c_3391>
|
|||
|
|
12:22 [广告-点击] <|ad_begin|><s_a_7847><s_b_7180><s_c_5903>
|
|||
|
|
12:24 [广告-点击] <|ad_begin|><s_a_1988><s_b_4116><s_c_5466>
|
|||
|
|
12:34 [广告-点击] <|ad_begin|><s_a_4340><s_b_4746><s_c_2647>
|
|||
|
|
12:38 [广告-深度转化] <|ad_begin|><s_a_4351><s_b_1288><s_c_6310>
|
|||
|
|
12:38 [广告-点击] <|ad_begin|><s_a_4351><s_b_1288><s_c_6310>
|
|||
|
|
12:39 [广告-点击] <|ad_begin|><s_a_4340><s_b_7966><s_c_2031>
|
|||
|
|
12:46 [广告-深度转化] <|ad_begin|><s_a_786><s_b_624><s_c_4541>
|
|||
|
|
12:46 [广告-点击] <|ad_begin|><s_a_786><s_b_624><s_c_4541>
|
|||
|
|
13:04 [广告-深度转化] <|ad_begin|><s_a_250><s_b_5268><s_c_3288>
|
|||
|
|
13:04 [广告-点击] <|ad_begin|><s_a_250><s_b_5268><s_c_3288>
|
|||
|
|
13:05 [广告-深度转化] <|ad_begin|><s_a_4340><s_b_4932><s_c_4159>
|
|||
|
|
13:05 [广告-点击] <|ad_begin|><s_a_4340><s_b_4932><s_c_4159>
|
|||
|
|
角色任务：你需要扮演极端严苛的用户行为数据挖掘专家以及数据格式化专家，基于以上用户交互历史，针对给定主题识别并提取具有递进逻辑和内在联系的交互行为逻辑链。
|
|||
|
|
交互行为类型（固定格式严禁更改）： 商品-点击、商品-购买、搜索-搜索、直播-关注、直播-首次打赏、视频-浏览、视频-长播、广告-点击、广告-深度转化
|
|||
|
|
核心提取逻辑（递进性准则）：
|
|||
|
|
按时间先后提取不超过 5 步的行为链，要求后项交互B必须对前项交互A形成场景需求协同补充、副作用诱因或兴趣细化升级——即 B 必须是由 A 延展出来的需求，严禁提取任何品类平级、内容重复或仅因天气/促销造成的并列凑单行为。
|
|||
|
|
1.场景驱动协同：交互 B 和交互 A 必须落在同一生活场景、同一主题类目中，且存在很强的需求补完关系。
|
|||
|
|
2.兴趣因果递进：交互 B 应是交互 A 带来的副作用需求或新增需求的结果，或者 A 对 B 具有明确诱发作用。
|
|||
|
|
3.需求深度细化：在同一主题类目下，交互 B 的需求必须比交互 A 更具体、更细化，但不包括重复出现的购买、点击、搜索等行为，避免节点内容重复。
|
|||
|
|
请针对下列主题提取行为逻辑链：
|
|||
|
|
主题：从泛化健康关注到特定保健品精准决策的演化
|
|||
|
|
|
|||
|
|
输出格式：请以 JSON 对象形式返回，结构如下：
|
|||
|
|
{
|
|||
|
|
"logic_chain": {
|
|||
|
|
"name": "从泛化健康关注到特定保健品精准决策的演化",
|
|||
|
|
"events": [
|
|||
|
|
{
|
|||
|
|
"date": "YYYY-MM-DD",
|
|||
|
|
"action": "[交互行为类型] 交互内容"（严格对应Timeline中交互条目，不允许省略）,
|
|||
|
|
"logic": "逻辑说明"
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
}
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
强约束：最终答案必须是一个可被 json.loads 解析的 JSON，不能包含 Markdown、解释、重复键或 JSON 外额外字符。/no_think<|im_end|>
|
|||
|
|
<|im_start|>assistant
|
|||
|
|
{"logic_chain":{"name":"从泛化健康关注到特定保健品精准决策的演化","events":[{"date":"2025-06-19","action":"[直播-关注/首次打赏] <|living_begin|><s_a_2012><s_b_7342><s_c_2165>","logic":"问题触发：通过观看中医康养科普直播，产生了对“亚健康调理”和“生活养生”的初步认知和需求。"},{"date":"2026-01-06","action":"[商品-点击] <|prod_begin|><s_a_5848><s_b_1297><s_c_6712>","logic":"发散调研（维度一）：基于前期养生认知，开始主动调研具体保健品，关注点聚焦于“关节”方向的“氨糖软骨素”。"},{"date":"2026-01-06","action":"[商品-点击] <|prod_begin|><s_a_5848><s_b_3284><s_c_5725>","logic":"发散调研（维度二）：调研范围扩展至“抗疲劳”、“提神”方向的“马卡牡蛎肽”，与上一动作形成对比，显示用户在多个健康维度间进行探索和比较。"},{"date":"2026-01-06","action":"[商品-购买] <|prod_begin|><s_a_5848><s_b_1297><s_c_6712>","logic":"决策收敛：在对比了不同功效的保健品后，用户做出了具体购买决策，完成了从信息收集到行为转化的闭环，精准锁定了“关节舒缓”这一具体需求。"}]}}<|im_end|>
|
|||
|
|
<|im_start|>user
|
|||
|
|
【用户交互历史】：
|
|||
|
|
【2022-06-06】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7154><s_b_4782><s_c_2306>
|
|||
|
|
【2022-09-11】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6545><s_b_4613><s_c_6735>
|
|||
|
|
【2022-09-12】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6545><s_b_4613><s_c_6735>
|
|||
|
|
【2022-09-13】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_4661><s_b_3357><s_c_8019>
|
|||
|
|
【2022-09-30】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5230><s_b_1103><s_c_3761>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2312><s_b_1103><s_c_6664>
|
|||
|
|
【2022-11-16】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5562><s_b_5233><s_c_3687>
|
|||
|
|
【2022-12-18】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2063><s_b_6454><s_c_5981>
|
|||
|
|
【2023-01-24】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6878><s_b_1505><s_c_7994>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5562><s_b_5233><s_c_3687>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1606><s_b_724><s_c_3011>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1606><s_b_7878><s_c_2204>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2063><s_b_724><s_c_5062>
|
|||
|
|
【2023-01-25】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7689><s_b_6878><s_c_2484>
|
|||
|
|
【2023-04-11】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_58><s_b_566><s_c_490>
|
|||
|
|
【2023-04-15】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2063><s_b_7878><s_c_7245>
|
|||
|
|
【2023-05-09】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2063><s_b_6454><s_c_5981>
|
|||
|
|
【2023-07-06】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2568><s_b_7016><s_c_5314>
|
|||
|
|
【2023-11-23】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5562><s_b_5233><s_c_3687>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6878><s_b_5565><s_c_597>
|
|||
|
|
【2024-01-17】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_4547><s_b_5887><s_c_7311>
|
|||
|
|
【2024-01-31】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_206><s_b_6351><s_c_2440>
|
|||
|
|
【2024-03-05】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2063><s_b_6454><s_c_5981>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5562><s_b_5233><s_c_3687>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2063><s_b_6454><s_c_5981>
|
|||
|
|
【2024-03-20】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2063><s_b_5492><s_c_1112>
|
|||
|
|
【2024-04-30】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7555><s_b_5250><s_c_5688>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7555><s_b_452><s_c_6237>
|
|||
|
|
【2024-05-07】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7555><s_b_452><s_c_6237>
|
|||
|
|
【2024-05-23】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1515><s_b_724><s_c_6374>
|
|||
|
|
【2024-05-25】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_4730><s_b_1701><s_c_3530>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2063><s_b_6454><s_c_5981>
|
|||
|
|
【2024-06-18】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7905><s_b_1765><s_c_3533>
|
|||
|
|
【2024-07-21】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2063><s_b_6454><s_c_5981>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2063><s_b_6454><s_c_5981>
|
|||
|
|
【2024-07-22】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_853><s_b_4516><s_c_2717>
|
|||
|
|
【2024-07-30】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2950><s_b_1713><s_c_2953>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2063><s_b_6454><s_c_5981>
|
|||
|
|
【2024-08-01】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_4504><s_b_2725><s_c_801>
|
|||
|
|
【2024-08-06】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2063><s_b_6454><s_c_5981>
|
|||
|
|
【2024-08-08】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_4504><s_b_4334><s_c_2782>
|
|||
|
|
【2024-08-09】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2063><s_b_6454><s_c_5981>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2063><s_b_6454><s_c_5981>
|
|||
|
|
【2024-08-23】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_4877><s_b_4575><s_c_7615>
|
|||
|
|
【2024-09-07】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1804><s_b_4516><s_c_1015>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1804><s_b_63><s_c_6597>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1804><s_b_6599><s_c_112>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1804><s_b_4613><s_c_199>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1804><s_b_1804><s_c_4079>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1804><s_b_1804><s_c_4079>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1804><s_b_5194><s_c_3668>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1804><s_b_1804><s_c_4079>
|
|||
|
|
【2024-09-13】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5888><s_b_5022><s_c_7173>
|
|||
|
|
【2024-09-30】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7555><s_b_4516><s_c_2023>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7555><s_b_5854><s_c_1020>
|
|||
|
|
【2024-12-24】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2063><s_b_6454><s_c_5981>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2063><s_b_6454><s_c_5981>
|
|||
|
|
【2025-12-11】
|
|||
|
|
03:31 [广告-点击] <|ad_begin|><s_a_698><s_b_4733><s_c_4636>
|
|||
|
|
10:13 [广告-点击] <|ad_begin|><s_a_7088><s_b_3148><s_c_842>
|
|||
|
|
【2025-12-12】
|
|||
|
|
02:14 [广告-点击] <|ad_begin|><s_a_6590><s_b_144><s_c_7322>
|
|||
|
|
05:28 [广告-点击] <|ad_begin|><s_a_1351><s_b_1258><s_c_6057>
|
|||
|
|
【2025-12-16】
|
|||
|
|
06:21 [广告-点击] <|ad_begin|><s_a_5229><s_b_4932><s_c_78>
|
|||
|
|
15:06 [广告-点击] <|ad_begin|><s_a_1135><s_b_2799><s_c_1935>
|
|||
|
|
15:17 [广告-点击] <|ad_begin|><s_a_4428><s_b_2271><s_c_4141>
|
|||
|
|
【2025-12-17】
|
|||
|
|
04:44 [广告-点击] <|ad_begin|><s_a_5229><s_b_1310><s_c_8061>
|
|||
|
|
07:10 [广告-点击] <|ad_begin|><s_a_1351><s_b_2826><s_c_7517>
|
|||
|
|
09:39 [广告-点击] <|ad_begin|><s_a_1351><s_b_4134><s_c_7718>
|
|||
|
|
【2025-12-20】
|
|||
|
|
09:56 [广告-点击] <|ad_begin|><s_a_7088><s_b_6532><s_c_380>
|
|||
|
|
【2025-12-23】
|
|||
|
|
23:47 [广告-点击] <|ad_begin|><s_a_562><s_b_6162><s_c_401>
|
|||
|
|
【2025-12-24】
|
|||
|
|
09:57 [广告-点击] <|ad_begin|><s_a_5570><s_b_2246><s_c_1935>
|
|||
|
|
13:49 [广告-点击] <|ad_begin|><s_a_6590><s_b_7497><s_c_7322>
|
|||
|
|
【2025-12-26】
|
|||
|
|
16:44 [广告-点击] <|ad_begin|><s_a_2859><s_b_4733><s_c_6239>
|
|||
|
|
【2025-12-28】
|
|||
|
|
23:24 [广告-点击] <|ad_begin|><s_a_4751><s_b_7317><s_c_7315>
|
|||
|
|
【2025-12-29】
|
|||
|
|
11:32 [广告-点击] <|ad_begin|><s_a_1351><s_b_2485><s_c_1572>
|
|||
|
|
【2025-12-30】
|
|||
|
|
08:19 [广告-点击] <|ad_begin|><s_a_3711><s_b_5175><s_c_4412>
|
|||
|
|
13:05 [广告-点击] <|ad_begin|><s_a_1351><s_b_3589><s_c_6896>
|
|||
|
|
【2026-01-02】
|
|||
|
|
00:41 [广告-点击] <|ad_begin|><s_a_7586><s_b_2251><s_c_77>
|
|||
|
|
16:12 [广告-点击] <|ad_begin|><s_a_8164><s_b_6281><s_c_2656>
|
|||
|
|
【2026-01-03】
|
|||
|
|
13:27 [广告-点击] <|ad_begin|><s_a_8113><s_b_581><s_c_3568>
|
|||
|
|
16:43 [广告-点击] <|ad_begin|><s_a_1372><s_b_4477><s_c_2656>
|
|||
|
|
23:26 [广告-点击] <|ad_begin|><s_a_562><s_b_5429><s_c_154>
|
|||
|
|
【2026-01-04】
|
|||
|
|
02:30 [广告-点击] <|ad_begin|><s_a_2845><s_b_7525><s_c_141>
|
|||
|
|
04:48 [广告-点击] <|ad_begin|><s_a_1383><s_b_5631><s_c_2341>
|
|||
|
|
23:50 [广告-点击] <|ad_begin|><s_a_1351><s_b_978><s_c_4543>
|
|||
|
|
【2026-01-05】
|
|||
|
|
01:39 [广告-点击] <|ad_begin|><s_a_8152><s_b_6379><s_c_8061>
|
|||
|
|
【2026-01-06】
|
|||
|
|
08:45 [广告-点击] <|ad_begin|><s_a_7984><s_b_697><s_c_88>
|
|||
|
|
【2026-01-07】
|
|||
|
|
09:56 [广告-点击] <|ad_begin|><s_a_1351><s_b_4944><s_c_1752>
|
|||
|
|
【2026-01-08】
|
|||
|
|
06:18 [广告-点击] <|ad_begin|><s_a_8152><s_b_4753><s_c_5932>
|
|||
|
|
【2026-01-09】
|
|||
|
|
00:45 [广告-点击] <|ad_begin|><s_a_4088><s_b_7762><s_c_6559>
|
|||
|
|
【2026-01-11】
|
|||
|
|
07:41 [广告-点击] <|ad_begin|><s_a_8164><s_b_7762><s_c_7297>
|
|||
|
|
【2026-01-12】
|
|||
|
|
10:28 [广告-点击] <|ad_begin|><s_a_472><s_b_2799><s_c_4636>
|
|||
|
|
【2026-01-14】
|
|||
|
|
02:17 [广告-点击] <|ad_begin|><s_a_4088><s_b_2029><s_c_7790>
|
|||
|
|
【2026-01-15】
|
|||
|
|
10:20 [广告-点击] <|ad_begin|><s_a_6590><s_b_7497><s_c_7322>
|
|||
|
|
【2026-01-17】
|
|||
|
|
11:25 [广告-点击] <|ad_begin|><s_a_1351><s_b_2485><s_c_3108>
|
|||
|
|
13:49 [广告-点击] <|ad_begin|><s_a_6590><s_b_7497><s_c_7322>
|
|||
|
|
15:09 [广告-点击] <|ad_begin|><s_a_1351><s_b_3185><s_c_3555>
|
|||
|
|
【2026-01-18】
|
|||
|
|
02:50 [广告-点击] <|ad_begin|><s_a_1814><s_b_978><s_c_6236>
|
|||
|
|
04:54 [广告-点击] <|ad_begin|><s_a_1351><s_b_6519><s_c_7718>
|
|||
|
|
23:04 [广告-点击] <|ad_begin|><s_a_1351><s_b_4733><s_c_2165>
|
|||
|
|
【2026-01-19】
|
|||
|
|
02:19 [广告-点击] <|ad_begin|><s_a_7586><s_b_713><s_c_308>
|
|||
|
|
06:39 [广告-点击] <|ad_begin|><s_a_8113><s_b_4460><s_c_1858>
|
|||
|
|
09:43 [广告-点击] <|ad_begin|><s_a_8152><s_b_5061><s_c_1741>
|
|||
|
|
【2026-01-21】
|
|||
|
|
21:10 [广告-点击] <|ad_begin|><s_a_5229><s_b_4491><s_c_294>
|
|||
|
|
【2026-01-23】
|
|||
|
|
09:06 [视频-关注/点赞/长播] <|video_begin|><s_a_5254><s_b_4033><s_c_7274>
|
|||
|
|
09:08 [广告-点击] <|ad_begin|><s_a_7249><s_b_3636><s_c_3034>
|
|||
|
|
09:44 [视频-关注/长播] <|video_begin|><s_a_16><s_b_4096><s_c_3429>
|
|||
|
|
09:48 [广告-点击] <|ad_begin|><s_a_2408><s_b_3417><s_c_61>
|
|||
|
|
12:38 [广告-点击] <|ad_begin|><s_a_2358><s_b_7146><s_c_4209>
|
|||
|
|
12:38 [视频-关注/长播] <|video_begin|><s_a_3062><s_b_5876><s_c_7676>
|
|||
|
|
【2026-01-24】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1790><s_b_7232><s_c_6278>
|
|||
|
|
--:-- [直播-首次打赏] <|living_begin|><s_a_1659><s_b_2990><s_c_3026>
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_7074><s_b_7218><s_c_6278>
|
|||
|
|
00:52 [视频-关注/长播] <|video_begin|><s_a_1985><s_b_7608><s_c_7675>
|
|||
|
|
01:18 [视频-收藏/长播] <|video_begin|><s_a_5555><s_b_6771><s_c_6725>
|
|||
|
|
01:27 [视频-收藏/长播] <|video_begin|><s_a_1088><s_b_2485><s_c_827>
|
|||
|
|
08:02 [视频-关注/长播] <|video_begin|><s_a_1726><s_b_4552><s_c_1051>
|
|||
|
|
10:18 [视频-关注/长播] <|video_begin|><s_a_1985><s_b_5511><s_c_1939>
|
|||
|
|
10:27 [视频-关注/长播] <|video_begin|><s_a_1985><s_b_6033><s_c_1148>
|
|||
|
|
12:21 [广告-点击] <|ad_begin|><s_a_1372><s_b_7498><s_c_5768>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5563><s_b_2547><s_c_7245>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2665><s_b_6690><s_c_642>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_4926><s_b_6902><s_c_4019>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7851><s_b_879><s_c_6437>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_686><s_b_5916><s_c_4890>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5563><s_b_2547><s_c_7245>
|
|||
|
|
【2026-01-25】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_5824><s_b_6285><s_c_3038>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_7728><s_b_724><s_c_6278>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1659><s_b_8002><s_c_677>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1659><s_b_765><s_c_1111>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_6234><s_c_6275>
|
|||
|
|
--:-- [直播-首次打赏] <|living_begin|><s_a_7728><s_b_1258><s_c_3676>
|
|||
|
|
--:-- [直播-关注/首次打赏] <|living_begin|><s_a_5782><s_b_2789><s_c_6278>
|
|||
|
|
04:07 [视频-关注/长播] <|video_begin|><s_a_1985><s_b_5727><s_c_1708>
|
|||
|
|
06:33 [视频-关注/长播] <|video_begin|><s_a_1985><s_b_6114><s_c_6227>
|
|||
|
|
08:19 [广告-点击] <|ad_begin|><s_a_7088><s_b_8151><s_c_6557>
|
|||
|
|
10:05 [视频-关注/长播] <|video_begin|><s_a_5417><s_b_3636><s_c_3424>
|
|||
|
|
12:24 [视频-关注/收藏/点赞/长播] <|video_begin|><s_a_1088><s_b_876><s_c_4074>
|
|||
|
|
12:42 [广告-点击] <|ad_begin|><s_a_5991><s_b_2251><s_c_1402>
|
|||
|
|
12:45 [视频-关注/长播] <|video_begin|><s_a_1881><s_b_3899><s_c_2309>
|
|||
|
|
13:01 [视频-浏览] <|video_begin|><s_a_1726><s_b_7603><s_c_141>
|
|||
|
|
13:38 [视频-关注/点赞/长播] <|video_begin|><s_a_1985><s_b_1588><s_c_216>
|
|||
|
|
13:38 [视频-关注/收藏/点赞/长播] <|video_begin|><s_a_3766><s_b_5841><s_c_3475>
|
|||
|
|
14:04 [视频-关注/收藏/点赞/长播] <|video_begin|><s_a_3555><s_b_6973><s_c_1935>
|
|||
|
|
14:58 [视频-关注/收藏/点赞/长播] <|video_begin|><s_a_3829><s_b_3150><s_c_4603>
|
|||
|
|
【2026-01-26】
|
|||
|
|
07:26 [广告-点击] <|ad_begin|><s_a_7984><s_b_6727><s_c_2140>
|
|||
|
|
11:51 [广告-点击] <|ad_begin|><s_a_1351><s_b_928><s_c_6057>
|
|||
|
|
16:51 [广告-点击] <|ad_begin|><s_a_6140><s_b_1413><s_c_4341>
|
|||
|
|
【2026-01-27】
|
|||
|
|
00:51 [广告-点击] <|ad_begin|><s_a_1351><s_b_3727><s_c_5687>
|
|||
|
|
01:58 [广告-点击] <|ad_begin|><s_a_5991><s_b_713><s_c_1835>
|
|||
|
|
【2026-01-28】
|
|||
|
|
14:35 [广告-点击] <|ad_begin|><s_a_7931><s_b_4746><s_c_6298>
|
|||
|
|
【2026-01-29】
|
|||
|
|
01:37 [广告-点击] <|ad_begin|><s_a_3655><s_b_3440><s_c_1708>
|
|||
|
|
【2026-01-30】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1790><s_b_988><s_c_6278>
|
|||
|
|
--:-- [直播-关注/打赏] <|living_begin|><s_a_3713><s_b_581><s_c_2513>
|
|||
|
|
02:38 [广告-点击] <|ad_begin|><s_a_1372><s_b_6742><s_c_4487>
|
|||
|
|
08:40 [视频-关注/点赞/长播] <|video_begin|><s_a_5632><s_b_1223><s_c_5217>
|
|||
|
|
08:40 [视频-收藏/长播] <|video_begin|><s_a_5903><s_b_4182><s_c_6347>
|
|||
|
|
08:49 [视频-关注/点赞/长播] <|video_begin|><s_a_6597><s_b_4033><s_c_3036>
|
|||
|
|
09:16 [视频-关注/点赞/长播] <|video_begin|><s_a_1985><s_b_765><s_c_6278>
|
|||
|
|
09:16 [视频-关注/收藏/点赞/长播] <|video_begin|><s_a_3766><s_b_1223><s_c_2975>
|
|||
|
|
09:34 [视频-关注/长播] <|video_begin|><s_a_1275><s_b_2789><s_c_2253>
|
|||
|
|
10:03 [视频-关注/点赞/长播] <|video_begin|><s_a_4088><s_b_6261><s_c_7274>
|
|||
|
|
10:20 [视频-关注/点赞/长播] <|video_begin|><s_a_1881><s_b_7665><s_c_987>
|
|||
|
|
10:20 [视频-关注/收藏/点赞/长播] <|video_begin|><s_a_7176><s_b_1806><s_c_557>
|
|||
|
|
15:17 [视频-关注/点赞/长播] <|video_begin|><s_a_2899><s_b_1258><s_c_3476>
|
|||
|
|
15:17 [视频-关注/收藏/点赞/长播] <|video_begin|><s_a_3676><s_b_3569><s_c_3793>
|
|||
|
|
16:36 [视频-关注/收藏/点赞/长播] <|video_begin|><s_a_1056><s_b_3951><s_c_5416>
|
|||
|
|
16:43 [视频-关注/长播] <|video_begin|><s_a_5988><s_b_7146><s_c_4629>
|
|||
|
|
【2026-01-31】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6492><s_b_7217><s_c_6278>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_5727><s_c_6278>
|
|||
|
|
03:05 [广告-点击] <|ad_begin|><s_a_578><s_b_6234><s_c_6785>
|
|||
|
|
11:27 [视频-收藏/长播] <|video_begin|><s_a_4284><s_b_4733><s_c_5965>
|
|||
|
|
11:27 [视频-关注/收藏/点赞/长播] <|video_begin|><s_a_5058><s_b_4010><s_c_2995>
|
|||
|
|
12:01 [广告-点击] <|ad_begin|><s_a_8113><s_b_7525><s_c_2213>
|
|||
|
|
12:31 [视频-收藏/点赞/长播] <|video_begin|><s_a_8113><s_b_6234><s_c_3616>
|
|||
|
|
13:17 [视频-关注/长播] <|video_begin|><s_a_3766><s_b_5090><s_c_2793>
|
|||
|
|
13:41 [视频-收藏/点赞/长播] <|video_begin|><s_a_8113><s_b_1596><s_c_3054>
|
|||
|
|
13:41 [视频-关注/长播] <|video_begin|><s_a_3829><s_b_6006><s_c_2038>
|
|||
|
|
13:57 [视频-收藏/点赞/长播] <|video_begin|><s_a_3766><s_b_7184><s_c_1935>
|
|||
|
|
14:05 [视频-收藏/点赞/长播] <|video_begin|><s_a_3766><s_b_6234><s_c_1339>
|
|||
|
|
14:56 [视频-收藏/点赞/长播] <|video_begin|><s_a_2015><s_b_581><s_c_2309>
|
|||
|
|
14:56 [视频-收藏/点赞/长播] <|video_begin|><s_a_8113><s_b_7670><s_c_853>
|
|||
|
|
14:56 [视频-关注/长播] <|video_begin|><s_a_1726><s_b_5876><s_c_1935>
|
|||
|
|
16:00 [视频-收藏/点赞/长播] <|video_begin|><s_a_2897><s_b_5489><s_c_1223>
|
|||
|
|
16:06 [视频-收藏/点赞/长播] <|video_begin|><s_a_3062><s_b_1223><s_c_5944>
|
|||
|
|
16:37 [视频-收藏/点赞/长播] <|video_begin|><s_a_5555><s_b_1223><s_c_2543>
|
|||
|
|
16:45 [视频-收藏/点赞/长播] <|video_begin|><s_a_7300><s_b_5145><s_c_4939>
|
|||
|
|
【2026-02-01】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1357><s_b_5727><s_c_875>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1659><s_b_581><s_c_7674>
|
|||
|
|
--:-- [直播-首次打赏] <|living_begin|><s_a_7074><s_b_5727><s_c_6676>
|
|||
|
|
02:14 [视频-收藏/点赞/长播] <|video_begin|><s_a_2899><s_b_1141><s_c_7598>
|
|||
|
|
02:47 [视频-收藏/点赞/长播] <|video_begin|><s_a_6548><s_b_5727><s_c_4059>
|
|||
|
|
03:03 [视频-收藏/点赞/长播] <|video_begin|><s_a_511><s_b_1434><s_c_7783>
|
|||
|
|
03:09 [视频-收藏/点赞/长播] <|video_begin|><s_a_3766><s_b_1642><s_c_6815>
|
|||
|
|
03:09 [视频-收藏/点赞/长播] <|video_begin|><s_a_5417><s_b_4259><s_c_1979>
|
|||
|
|
03:12 [视频-收藏/点赞/长播] <|video_begin|><s_a_7879><s_b_6234><s_c_7534>
|
|||
|
|
04:46 [视频-关注/点赞/长播] <|video_begin|><s_a_16><s_b_594><s_c_141>
|
|||
|
|
04:57 [视频-关注/长播] <|video_begin|><s_a_2015><s_b_6284><s_c_1935>
|
|||
|
|
05:38 [视频-收藏/点赞/长播] <|video_begin|><s_a_3300><s_b_7342><s_c_8042>
|
|||
|
|
05:42 [广告-点击] <|ad_begin|><s_a_1351><s_b_6576><s_c_2653>
|
|||
|
|
05:53 [视频-收藏/点赞/长播] <|video_begin|><s_a_7536><s_b_4915><s_c_499>
|
|||
|
|
06:05 [广告-点击] <|ad_begin|><s_a_1372><s_b_6810><s_c_5621>
|
|||
|
|
06:47 [视频-收藏/点赞/长播] <|video_begin|><s_a_8113><s_b_1751><s_c_5416>
|
|||
|
|
06:49 [视频-收藏/点赞/长播] <|video_begin|><s_a_2402><s_b_438><s_c_2957>
|
|||
|
|
07:00 [视频-点赞/长播] <|video_begin|><s_a_1985><s_b_57><s_c_3589>
|
|||
|
|
07:22 [视频-收藏/点赞/长播] <|video_begin|><s_a_2378><s_b_3415><s_c_5965>
|
|||
|
|
08:49 [视频-点赞/长播] <|video_begin|><s_a_6503><s_b_2817><s_c_6559>
|
|||
|
|
08:49 [视频-收藏/点赞/长播] <|video_begin|><s_a_1128><s_b_451><s_c_1277>
|
|||
|
|
09:07 [视频-收藏/点赞/长播] <|video_begin|><s_a_2402><s_b_5322><s_c_7950>
|
|||
|
|
09:13 [视频-浏览] <|video_begin|><s_a_1985><s_b_25><s_c_2341>
|
|||
|
|
09:19 [视频-收藏/点赞/长播] <|video_begin|><s_a_4540><s_b_2828><s_c_678>
|
|||
|
|
09:34 [视频-点赞/长播] <|video_begin|><s_a_4625><s_b_3636><s_c_6881>
|
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09:40 [视频-点赞/长播] <|video_begin|><s_a_1088><s_b_2828><s_c_6561>
|
|||
|
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09:44 [视频-点赞/长播] <|video_begin|><s_a_6219><s_b_7762><s_c_7718>
|
|||
|
|
09:50 [视频-点赞/长播] <|video_begin|><s_a_5629><s_b_1464><s_c_2568>
|
|||
|
|
09:50 [视频-关注/收藏/点赞/长播] <|video_begin|><s_a_16><s_b_6234><s_c_4079>
|
|||
|
|
10:00 [视频-关注/收藏/点赞/长播] <|video_begin|><s_a_16><s_b_3656><s_c_7754>
|
|||
|
|
11:19 [视频-点赞/长播] <|video_begin|><s_a_1985><s_b_1642><s_c_1979>
|
|||
|
|
11:32 [视频-点赞/长播] <|video_begin|><s_a_2602><s_b_1212><s_c_5956>
|
|||
|
|
11:32 [视频-关注/收藏/点赞/长播] <|video_begin|><s_a_2235><s_b_5175><s_c_5851>
|
|||
|
|
12:48 [视频-点赞/长播] <|video_begin|><s_a_5452><s_b_5511><s_c_6215>
|
|||
|
|
12:48 [视频-收藏/点赞/长播] <|video_begin|><s_a_1269><s_b_6400><s_c_1948>
|
|||
|
|
13:55 [视频-收藏/长播] <|video_begin|><s_a_1605><s_b_4059><s_c_499>
|
|||
|
|
14:43 [视频-收藏/点赞/长播] <|video_begin|><s_a_4032><s_b_5511><s_c_2957>
|
|||
|
|
15:07 [视频-点赞/长播] <|video_begin|><s_a_8113><s_b_7054><s_c_7609>
|
|||
|
|
15:35 [视频-点赞/长播] <|video_begin|><s_a_1726><s_b_6690><s_c_7343>
|
|||
|
|
15:47 [视频-点赞/长播] <|video_begin|><s_a_8113><s_b_1277><s_c_4631>
|
|||
|
|
15:47 [视频-关注/点赞/长播] <|video_begin|><s_a_6150><s_b_7302><s_c_5162>
|
|||
|
|
15:52 [视频-点赞/长播] <|video_begin|><s_a_2132><s_b_1411><s_c_141>
|
|||
|
|
【2026-02-03】
|
|||
|
|
01:52 [广告-点击] <|ad_begin|><s_a_2859><s_b_978><s_c_7099>
|
|||
|
|
02:43 [广告-点击] <|ad_begin|><s_a_7381><s_b_6234><s_c_4318>
|
|||
|
|
06:02 [广告-点击] <|ad_begin|><s_a_559><s_b_7762><s_c_1835>
|
|||
|
|
10:58 [广告-点击] <|ad_begin|><s_a_1351><s_b_6379><s_c_1708>
|
|||
|
|
【2026-02-04】
|
|||
|
|
13:36 [广告-点击] <|ad_begin|><s_a_8152><s_b_1494><s_c_6057>
|
|||
|
|
【2026-02-05】
|
|||
|
|
03:19 [视频-关注/点赞/长播] <|video_begin|><s_a_1985><s_b_4733><s_c_5563>
|
|||
|
|
03:25 [视频-收藏/点赞/长播] <|video_begin|><s_a_8164><s_b_4325><s_c_2912>
|
|||
|
|
03:27 [视频-收藏/点赞/长播] <|video_begin|><s_a_3766><s_b_6261><s_c_2568>
|
|||
|
|
03:29 [视频-点赞/长播] <|video_begin|><s_a_5632><s_b_1223><s_c_728>
|
|||
|
|
03:29 [视频-收藏/点赞/长播] <|video_begin|><s_a_5417><s_b_5511><s_c_497>
|
|||
|
|
03:51 [视频-收藏/点赞/长播] <|video_begin|><s_a_3300><s_b_3417><s_c_6900>
|
|||
|
|
03:51 [视频-关注/收藏/点赞/长播] <|video_begin|><s_a_5417><s_b_7608><s_c_4849>
|
|||
|
|
03:53 [视频-点赞/长播] <|video_begin|><s_a_3608><s_b_4432><s_c_5128>
|
|||
|
|
03:53 [视频-收藏/点赞/长播] <|video_begin|><s_a_4760><s_b_4213><s_c_535>
|
|||
|
|
03:56 [视频-点赞/长播] <|video_begin|><s_a_1985><s_b_3589><s_c_7598>
|
|||
|
|
04:08 [视频-关注/收藏/点赞/长播] <|video_begin|><s_a_1509><s_b_4432><s_c_5881>
|
|||
|
|
04:12 [视频-点赞/长播] <|video_begin|><s_a_3829><s_b_3480><s_c_7395>
|
|||
|
|
04:28 [视频-点赞/长播] <|video_begin|><s_a_5903><s_b_5842><s_c_4043>
|
|||
|
|
04:32 [视频-点赞/长播] <|video_begin|><s_a_6219><s_b_2799><s_c_111>
|
|||
|
|
04:35 [视频-收藏/点赞/长播] <|video_begin|><s_a_8113><s_b_8008><s_c_5970>
|
|||
|
|
04:35 [视频-收藏/点赞/长播] <|video_begin|><s_a_4625><s_b_6891><s_c_4994>
|
|||
|
|
04:40 [视频-关注/长播] <|video_begin|><s_a_5632><s_b_7381><s_c_7951>
|
|||
|
|
05:13 [视频-点赞/长播] <|video_begin|><s_a_5023><s_b_5582><s_c_1614>
|
|||
|
|
05:16 [视频-点赞/长播] <|video_begin|><s_a_3766><s_b_8188><s_c_4423>
|
|||
|
|
05:17 [视频-点赞/长播] <|video_begin|><s_a_1726><s_b_7344><s_c_3901>
|
|||
|
|
05:17 [视频-收藏/点赞/长播] <|video_begin|><s_a_5018><s_b_6477><s_c_3494>
|
|||
|
|
05:23 [视频-点赞/长播] <|video_begin|><s_a_6597><s_b_2865><s_c_4771>
|
|||
|
|
05:36 [视频-点赞/长播] <|video_begin|><s_a_5903><s_b_6006><s_c_5903>
|
|||
|
|
05:36 [视频-收藏/点赞/长播] <|video_begin|><s_a_2578><s_b_7333><s_c_1614>
|
|||
|
|
05:43 [视频-关注/点赞/长播] <|video_begin|><s_a_2655><s_b_7344><s_c_2568>
|
|||
|
|
06:51 [视频-点赞/长播] <|video_begin|><s_a_1106><s_b_7344><s_c_1119>
|
|||
|
|
06:58 [视频-收藏/点赞/长播] <|video_begin|><s_a_3300><s_b_5961><s_c_6222>
|
|||
|
|
07:03 [视频-关注/点赞/长播] <|video_begin|><s_a_3062><s_b_3589><s_c_4318>
|
|||
|
|
07:05 [视频-点赞/长播] <|video_begin|><s_a_3062><s_b_978><s_c_1000>
|
|||
|
|
07:05 [视频-关注/点赞/长播] <|video_begin|><s_a_5907><s_b_6234><s_c_594>
|
|||
|
|
07:15 [视频-关注/长播] <|video_begin|><s_a_2015><s_b_3417><s_c_6977>
|
|||
|
|
07:35 [视频-收藏/点赞/长播] <|video_begin|><s_a_3766><s_b_7175><s_c_3475>
|
|||
|
|
07:41 [视频-点赞/长播] <|video_begin|><s_a_3062><s_b_57><s_c_3031>
|
|||
|
|
07:56 [视频-点赞/长播] <|video_begin|><s_a_3766><s_b_6196><s_c_7675>
|
|||
|
|
08:38 [视频-点赞/长播] <|video_begin|><s_a_4312><s_b_6021><s_c_4373>
|
|||
|
|
09:33 [视频-点赞/长播] <|video_begin|><s_a_8113><s_b_1399><s_c_499>
|
|||
|
|
10:00 [视频-收藏/点赞/长播] <|video_begin|><s_a_8113><s_b_6924><s_c_853>
|
|||
|
|
10:00 [视频-收藏/点赞/长播] <|video_begin|><s_a_287><s_b_3826><s_c_2206>
|
|||
|
|
10:06 [视频-点赞/长播] <|video_begin|><s_a_5614><s_b_4223><s_c_3309>
|
|||
|
|
10:06 [视频-收藏/点赞/长播] <|video_begin|><s_a_6597><s_b_3636><s_c_3355>
|
|||
|
|
10:14 [视频-收藏/点赞/长播] <|video_begin|><s_a_4088><s_b_7756><s_c_1004>
|
|||
|
|
10:19 [视频-收藏/点赞/长播] <|video_begin|><s_a_4540><s_b_1411><s_c_4629>
|
|||
|
|
10:19 [视频-收藏/点赞/长播] <|video_begin|><s_a_3300><s_b_6519><s_c_1321>
|
|||
|
|
10:23 [视频-点赞/长播] <|video_begin|><s_a_16><s_b_5394><s_c_607>
|
|||
|
|
10:24 [视频-点赞/长播] <|video_begin|><s_a_590><s_b_3277><s_c_1004>
|
|||
|
|
10:31 [视频-点赞/长播] <|video_begin|><s_a_4845><s_b_1258><s_c_1004>
|
|||
|
|
10:38 [视频-收藏/点赞/长播] <|video_begin|><s_a_4625><s_b_6170><s_c_6390>
|
|||
|
|
10:47 [视频-点赞/长播] <|video_begin|><s_a_2764><s_b_5429><s_c_2743>
|
|||
|
|
10:50 [视频-点赞/长播] <|video_begin|><s_a_2383><s_b_1583><s_c_4325>
|
|||
|
|
11:23 [视频-点赞/长播] <|video_begin|><s_a_1088><s_b_594><s_c_7899>
|
|||
|
|
11:25 [视频-收藏/点赞/长播] <|video_begin|><s_a_3062><s_b_1223><s_c_6815>
|
|||
|
|
11:26 [视频-点赞/长播] <|video_begin|><s_a_8113><s_b_7514><s_c_47>
|
|||
|
|
11:30 [视频-长播] <|video_begin|><s_a_8113><s_b_7437><s_c_5162>
|
|||
|
|
11:30 [视频-长播] <|video_begin|><s_a_1726><s_b_6690><s_c_4423>
|
|||
|
|
11:32 [视频-长播] <|video_begin|><s_a_8113><s_b_558><s_c_853>
|
|||
|
|
11:32 [视频-长播] <|video_begin|><s_a_1726><s_b_2737><s_c_3770>
|
|||
|
|
11:32 [视频-长播] <|video_begin|><s_a_1985><s_b_4932><s_c_7257>
|
|||
|
|
11:35 [视频-长播] <|video_begin|><s_a_1726><s_b_3009><s_c_3070>
|
|||
|
|
11:35 [视频-长播] <|video_begin|><s_a_16><s_b_1141><s_c_853>
|
|||
|
|
11:45 [视频-长播] <|video_begin|><s_a_7038><s_b_1596><s_c_6364>
|
|||
|
|
11:45 [视频-长播] <|video_begin|><s_a_6503><s_b_3688><s_c_6364>
|
|||
|
|
11:46 [视频-长播] <|video_begin|><s_a_6137><s_b_5231><s_c_5362>
|
|||
|
|
11:46 [视频-长播] <|video_begin|><s_a_5023><s_b_1749><s_c_4014>
|
|||
|
|
11:49 [广告-点击] <|ad_begin|><s_a_5296><s_b_6874><s_c_2791>
|
|||
|
|
11:49 [视频-长播] <|video_begin|><s_a_5720><s_b_980><s_c_6915>
|
|||
|
|
11:52 [视频-长播] <|video_begin|><s_a_668><s_b_6550><s_c_1423>
|
|||
|
|
11:52 [视频-长播] <|video_begin|><s_a_1880><s_b_3059><s_c_3948>
|
|||
|
|
11:54 [视频-长播] <|video_begin|><s_a_1981><s_b_5800><s_c_3093>
|
|||
|
|
11:54 [视频-长播] <|video_begin|><s_a_1880><s_b_2095><s_c_8123>
|
|||
|
|
12:05 [视频-长播] <|video_begin|><s_a_2654><s_b_254><s_c_7244>
|
|||
|
|
12:05 [视频-长播] <|video_begin|><s_a_590><s_b_1795><s_c_5673>
|
|||
|
|
12:05 [视频-长播] <|video_begin|><s_a_6329><s_b_5394><s_c_6178>
|
|||
|
|
12:05 [视频-关注/收藏/点赞/长播] <|video_begin|><s_a_4393><s_b_5916><s_c_3555>
|
|||
|
|
12:08 [视频-长播] <|video_begin|><s_a_1726><s_b_5916><s_c_5921>
|
|||
|
|
12:17 [视频-点赞/长播] <|video_begin|><s_a_16><s_b_6234><s_c_2598>
|
|||
|
|
12:17 [视频-长播] <|video_begin|><s_a_3766><s_b_5841><s_c_607>
|
|||
|
|
12:17 [视频-长播] <|video_begin|><s_a_1659><s_b_581><s_c_4200>
|
|||
|
|
12:52 [视频-点赞/长播] <|video_begin|><s_a_8113><s_b_6006><s_c_3191>
|
|||
|
|
12:52 [视频-长播] <|video_begin|><s_a_3766><s_b_594><s_c_1051>
|
|||
|
|
12:52 [视频-长播] <|video_begin|><s_a_4088><s_b_7894><s_c_3429>
|
|||
|
|
12:54 [视频-长播] <|video_begin|><s_a_1883><s_b_6442><s_c_7616>
|
|||
|
|
12:54 [视频-长播] <|video_begin|><s_a_3062><s_b_1223><s_c_8140>
|
|||
|
|
13:00 [视频-长播] <|video_begin|><s_a_1883><s_b_876><s_c_2530>
|
|||
|
|
13:00 [视频-长播] <|video_begin|><s_a_1726><s_b_5840><s_c_2658>
|
|||
|
|
13:00 [视频-长播] <|video_begin|><s_a_7751><s_b_2958><s_c_4468>
|
|||
|
|
13:00 [视频-长播] <|video_begin|><s_a_1985><s_b_2031><s_c_1864>
|
|||
|
|
13:06 [视频-点赞/长播] <|video_begin|><s_a_5295><s_b_5663><s_c_4468>
|
|||
|
|
13:06 [视频-长播] <|video_begin|><s_a_1985><s_b_4033><s_c_4657>
|
|||
|
|
13:06 [视频-长播] <|video_begin|><s_a_3766><s_b_978><s_c_1111>
|
|||
|
|
13:46 [视频-长播] <|video_begin|><s_a_3766><s_b_2789><s_c_2781>
|
|||
|
|
13:46 [视频-长播] <|video_begin|><s_a_1272><s_b_620><s_c_471>
|
|||
|
|
13:46 [视频-收藏/点赞/长播] <|video_begin|><s_a_8113><s_b_2497><s_c_3429>
|
|||
|
|
13:58 [视频-点赞/长播] <|video_begin|><s_a_3766><s_b_2799><s_c_6919>
|
|||
|
|
13:58 [视频-点赞/长播] <|video_begin|><s_a_8159><s_b_5668><s_c_6815>
|
|||
|
|
13:58 [视频-长播] <|video_begin|><s_a_4540><s_b_4293><s_c_5747>
|
|||
|
|
14:02 [视频-点赞/长播] <|video_begin|><s_a_1272><s_b_2799><s_c_3846>
|
|||
|
|
14:02 [视频-点赞/长播] <|video_begin|><s_a_8113><s_b_4915><s_c_7410>
|
|||
|
|
14:07 [视频-点赞/长播] <|video_begin|><s_a_8113><s_b_672><s_c_47>
|
|||
|
|
14:07 [视频-长播] <|video_begin|><s_a_1985><s_b_4932><s_c_607>
|
|||
|
|
14:07 [视频-长播] <|video_begin|><s_a_1378><s_b_6442><s_c_7271>
|
|||
|
|
14:10 [视频-长播] <|video_begin|><s_a_4625><s_b_4432><s_c_5331>
|
|||
|
|
14:10 [视频-长播] <|video_begin|><s_a_3300><s_b_1223><s_c_2530>
|
|||
|
|
14:15 [视频-点赞/长播] <|video_begin|><s_a_6503><s_b_4142><s_c_3552>
|
|||
|
|
14:15 [视频-点赞/长播] <|video_begin|><s_a_8113><s_b_4508><s_c_47>
|
|||
|
|
14:15 [视频-关注/点赞/长播] <|video_begin|><s_a_3766><s_b_2789><s_c_3198>
|
|||
|
|
14:26 [视频-长播] <|video_begin|><s_a_8113><s_b_6477><s_c_3716>
|
|||
|
|
14:31 [视频-长播] <|video_begin|><s_a_1726><s_b_5106><s_c_2118>
|
|||
|
|
14:31 [视频-收藏/点赞/长播] <|video_begin|><s_a_5555><s_b_6771><s_c_1118>
|
|||
|
|
14:31 [视频-关注/长播] <|video_begin|><s_a_4760><s_b_6726><s_c_2998>
|
|||
|
|
15:06 [视频-长播] <|video_begin|><s_a_8113><s_b_6924><s_c_5209>
|
|||
|
|
15:06 [视频-长播] <|video_begin|><s_a_4088><s_b_6261><s_c_1251>
|
|||
|
|
15:06 [视频-收藏/点赞/长播] <|video_begin|><s_a_4030><s_b_6431><s_c_1935>
|
|||
|
|
15:11 [视频-长播] <|video_begin|><s_a_7213><s_b_6234><s_c_3763>
|
|||
|
|
15:11 [视频-长播] <|video_begin|><s_a_1336><s_b_3235><s_c_7456>
|
|||
|
|
15:11 [视频-长播] <|video_begin|><s_a_3062><s_b_978><s_c_6227>
|
|||
|
|
15:11 [视频-关注/点赞/长播] <|video_begin|><s_a_4032><s_b_7391><s_c_5687>
|
|||
|
|
15:19 [视频-点赞/长播] <|video_begin|><s_a_6578><s_b_6442><s_c_1114>
|
|||
|
|
15:19 [视频-长播] <|video_begin|><s_a_1883><s_b_4010><s_c_47>
|
|||
|
|
15:19 [视频-关注/长播] <|video_begin|><s_a_3062><s_b_1595><s_c_5217>
|
|||
|
|
15:22 [视频-点赞/长播] <|video_begin|><s_a_1509><s_b_4041><s_c_1148>
|
|||
|
|
15:22 [视频-长播] <|video_begin|><s_a_6125><s_b_1258><s_c_5308>
|
|||
|
|
15:22 [视频-收藏/点赞/长播] <|video_begin|><s_a_16><s_b_21><s_c_237>
|
|||
|
|
15:29 [视频-长播] <|video_begin|><s_a_2253><s_b_526><s_c_3221>
|
|||
|
|
15:29 [视频-长播] <|video_begin|><s_a_5991><s_b_7333><s_c_4879>
|
|||
|
|
15:29 [视频-收藏/点赞/长播] <|video_begin|><s_a_1726><s_b_5893><s_c_6900>
|
|||
|
|
|
|||
|
|
角色任务：你需要以极端严苛的用户行为数据挖掘专家及数据格式化专家的身份，基于以上交互历史，针对给定主题筛选并提取出全部相关的历史交互行为。
|
|||
|
|
|
|||
|
|
主题：从泛化养宠到精细化健康管理的认知升级
|
|||
|
|
|
|||
|
|
输出格式要求：输出必须且仅为包含 SID 的 JSON 数组，绝对不要输出任何额外的解释、提示或格式化外的文字。/no_think<|im_end|>
|
|||
|
|
<|im_start|>assistant
|
|||
|
|
<think>
|
|||
|
|
</think>
|
|||
|
|
["<|prod_begin|><s_a_5562><s_b_5233><s_c_3687>", "<|prod_begin|><s_a_2063><s_b_6454><s_c_5981>", "<|prod_begin|><s_a_6878><s_b_1505><s_c_7994>", "<|prod_begin|><s_a_1606><s_b_724><s_c_3011>", "<|prod_begin|><s_a_1606><s_b_7878><s_c_2204>", "<|prod_begin|><s_a_2063><s_b_724><s_c_5062>", "<|prod_begin|><s_a_2063><s_b_7878><s_c_7245>", "<|prod_begin|><s_a_6878><s_b_5565><s_c_597>", "<|prod_begin|><s_a_2063><s_b_5492><s_c_1112>", "<|prod_begin|><s_a_1804><s_b_4516><s_c_1015>", "<|prod_begin|><s_a_1804><s_b_63><s_c_6597>", "<|prod_begin|><s_a_1804><s_b_6599><s_c_112>", "<|prod_begin|><s_a_1804><s_b_4613><s_c_199>", "<|prod_begin|><s_a_1804><s_b_1804><s_c_4079>", "<|prod_begin|><s_a_1804><s_b_5194><s_c_3668>", "<|ad_begin|><s_a_1351><s_b_2826><s_c_7517>", "<|ad_begin|><s_a_1351><s_b_4134><s_c_7718>", "<|ad_begin|><s_a_1351><s_b_2485><s_c_1572>", "<|video_begin|><s_a_4284><s_b_4733><s_c_5965>", "<|video_begin|><s_a_8113><s_b_6924><s_c_853>", "<|video_begin|><s_a_5614><s_b_4223><s_c_3309>"]<|im_end|>
|
|||
|
|
<|im_start|>user
|
|||
|
|
【用户交互历史】：
|
|||
|
|
【2025-04-13】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_2012><s_b_7342><s_c_925>
|
|||
|
|
【2025-06-19】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_4482><s_b_2547><s_c_157>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_3035><s_b_650><s_c_7269>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6488><s_b_7525><s_c_2972>
|
|||
|
|
【2025-06-20】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7651><s_b_4552><s_c_4508>
|
|||
|
|
【2025-06-21】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2046><s_b_4552><s_c_4508>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_3857><s_b_6454><s_c_4626>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6478><s_b_3730><s_c_2625>
|
|||
|
|
【2025-06-23】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_77><s_b_7342><s_c_3423>
|
|||
|
|
【2025-06-27】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_4395><s_b_382><s_c_8059>
|
|||
|
|
【2025-06-28】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6581><s_b_4618><s_c_2681>
|
|||
|
|
【2025-07-03】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2046><s_b_4552><s_c_4508>
|
|||
|
|
【2025-07-08】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_871><s_b_1334><s_c_1218>
|
|||
|
|
【2025-07-22】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5307><s_b_3635><s_c_3386>
|
|||
|
|
【2025-07-30】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5037><s_b_3645><s_c_3603>
|
|||
|
|
【2025-08-01】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6091><s_b_3297><s_c_4244>
|
|||
|
|
【2025-08-03】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6488><s_b_275><s_c_7072>
|
|||
|
|
【2025-08-16】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6488><s_b_5322><s_c_5829>
|
|||
|
|
【2025-08-21】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7447><s_b_8134><s_c_3884>
|
|||
|
|
【2025-08-26】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7135><s_b_5449><s_c_7638>
|
|||
|
|
【2025-08-27】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6488><s_b_2826><s_c_8045>
|
|||
|
|
【2025-08-28】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2950><s_b_5699><s_c_936>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2950><s_b_1240><s_c_2343>
|
|||
|
|
【2025-08-30】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_3205><s_b_1996><s_c_5300>
|
|||
|
|
【2025-09-08】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2218><s_b_1917><s_c_4518>
|
|||
|
|
【2025-09-28】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_3565><s_b_5243><s_c_5784>
|
|||
|
|
【2025-10-29】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_4454><s_b_1996><s_c_2871>
|
|||
|
|
【2025-10-30】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6935><s_b_311><s_c_6423>
|
|||
|
|
【2025-11-03】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7651><s_b_4552><s_c_4508>
|
|||
|
|
【2025-11-10】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7447><s_b_1966><s_c_6719>
|
|||
|
|
【2025-11-12】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7517><s_b_69><s_c_2688>
|
|||
|
|
【2025-11-13】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7433><s_b_1930><s_c_7366>
|
|||
|
|
【2025-11-26】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2950><s_b_3399><s_c_780>
|
|||
|
|
【2025-12-01】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6763><s_b_1053><s_c_2915>
|
|||
|
|
【2025-12-02】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7618><s_b_4552><s_c_4508>
|
|||
|
|
【2025-12-06】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7651><s_b_4552><s_c_4508>
|
|||
|
|
【2025-12-10】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2477><s_b_5437><s_c_5347>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_345><s_b_1838><s_c_1125>
|
|||
|
|
【2025-12-15】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2595><s_b_4489><s_c_744>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1966><s_b_2495><s_c_4435>
|
|||
|
|
【2025-12-19】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1304><s_b_5269><s_c_3209>
|
|||
|
|
【2025-12-20】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4468><s_b_7390><s_c_6805>
|
|||
|
|
【2025-12-24】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2950><s_b_4197><s_c_4912>
|
|||
|
|
【2025-12-31】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2836><s_b_6780><s_c_780>
|
|||
|
|
【2026-01-02】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_8006><s_b_6084><s_c_1767>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7898><s_b_1966><s_c_4809>
|
|||
|
|
【2026-01-10】
|
|||
|
|
03:52 [广告-深度转化] <|ad_begin|><s_a_7038><s_b_7665><s_c_3391>
|
|||
|
|
11:59 [广告-深度转化] <|ad_begin|><s_a_1584><s_b_876><s_c_294>
|
|||
|
|
【2026-01-11】
|
|||
|
|
00:38 [广告-深度转化] <|ad_begin|><s_a_2817><s_b_2737><s_c_6583>
|
|||
|
|
01:10 [广告-深度转化] <|ad_begin|><s_a_1924><s_b_1519><s_c_3375>
|
|||
|
|
01:10 [广告-深度转化] <|ad_begin|><s_a_7460><s_b_1720><s_c_5100>
|
|||
|
|
07:09 [广告-深度转化] <|ad_begin|><s_a_1210><s_b_1411><s_c_4977>
|
|||
|
|
07:10 [广告-深度转化] <|ad_begin|><s_a_2817><s_b_7295><s_c_7268>
|
|||
|
|
【2026-01-14】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1101><s_b_6348><s_c_181>
|
|||
|
|
【2026-01-15】
|
|||
|
|
09:40 [广告-深度转化] <|ad_begin|><s_a_1584><s_b_7295><s_c_8079>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_4596><s_b_4062><s_c_6920>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_4331><s_b_2718><s_c_1759>
|
|||
|
|
【2026-01-16】
|
|||
|
|
11:00 [广告-深度转化] <|ad_begin|><s_a_1210><s_b_1411><s_c_4180>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2083><s_b_6374><s_c_2781>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1304><s_b_2450><s_c_3510>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1157><s_b_4516><s_c_5244>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7954><s_b_1519><s_c_259>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_6684><s_b_321><s_c_6387>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2680><s_b_2904><s_c_5735>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5969><s_b_282><s_c_1247>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5><s_b_3327><s_c_7213>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_715><s_b_3327><s_c_4948>
|
|||
|
|
【2026-01-17】
|
|||
|
|
04:40 [广告-深度转化] <|ad_begin|><s_a_4351><s_b_6435><s_c_5674>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_715><s_b_3327><s_c_5344>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_715><s_b_7933><s_c_4406>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5969><s_b_3585><s_c_1084>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_6983><s_b_3302><s_c_1510>
|
|||
|
|
【2026-01-18】
|
|||
|
|
04:12 [广告-深度转化] <|ad_begin|><s_a_1210><s_b_6520><s_c_5553>
|
|||
|
|
04:16 [广告-深度转化] <|ad_begin|><s_a_4632><s_b_7180><s_c_6125>
|
|||
|
|
07:22 [广告-深度转化] <|ad_begin|><s_a_2817><s_b_800><s_c_523>
|
|||
|
|
09:55 [广告-深度转化] <|ad_begin|><s_a_1210><s_b_1642><s_c_6725>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1039><s_b_5070><s_c_1324>
|
|||
|
|
【2026-01-21】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7262><s_b_1864><s_c_7581>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5586><s_b_1226><s_c_4822>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2680><s_b_6469><s_c_913>
|
|||
|
|
【2026-01-22】
|
|||
|
|
12:00 [视频-转发/点赞/长播] <|video_begin|><s_a_4667><s_b_7946><s_c_7374>
|
|||
|
|
【2026-01-23】
|
|||
|
|
01:30 [视频-评论/点赞/长播] <|video_begin|><s_a_1108><s_b_4056><s_c_7548>
|
|||
|
|
09:34 [视频-关注/评论/长播] <|video_begin|><s_a_1726><s_b_7024><s_c_3026>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2680><s_b_3327><s_c_133>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_3538><s_b_4965><s_c_5540>
|
|||
|
|
23:25 [视频-评论/长播] <|video_begin|><s_a_1726><s_b_56><s_c_5807>
|
|||
|
|
【2026-01-24】
|
|||
|
|
00:07 [广告-深度转化] <|ad_begin|><s_a_1210><s_b_1595><s_c_3036>
|
|||
|
|
01:18 [视频-收藏/长播] <|video_begin|><s_a_4147><s_b_3790><s_c_5062>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_715><s_b_7933><s_c_4406>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2680><s_b_2904><s_c_5735>
|
|||
|
|
【2026-01-25】
|
|||
|
|
02:22 [视频-关注/长播] <|video_begin|><s_a_1726><s_b_6451><s_c_509>
|
|||
|
|
02:45 [视频-关注/长播] <|video_begin|><s_a_3510><s_b_6234><s_c_6419>
|
|||
|
|
03:04 [广告-深度转化] <|ad_begin|><s_a_2817><s_b_6234><s_c_7065>
|
|||
|
|
03:29 [广告-深度转化] <|ad_begin|><s_a_1584><s_b_6324><s_c_426>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_4359><s_b_5974><s_c_1392>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5102><s_b_1700><s_c_1129>
|
|||
|
|
23:53 [视频-关注/长播] <|video_begin|><s_a_1108><s_b_6525><s_c_853>
|
|||
|
|
【2026-01-26】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1442><s_b_7342><s_c_7951>
|
|||
|
|
06:25 [广告-深度转化] <|ad_begin|><s_a_3240><s_b_5419><s_c_2756>
|
|||
|
|
10:59 [广告-深度转化] <|ad_begin|><s_a_2817><s_b_2865><s_c_6609>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2218><s_b_7887><s_c_3106>
|
|||
|
|
【2026-01-27】
|
|||
|
|
04:12 [广告-深度转化] <|ad_begin|><s_a_6385><s_b_5348><s_c_2341>
|
|||
|
|
04:44 [视频-转发/长播] <|video_begin|><s_a_2015><s_b_2061><s_c_5452>
|
|||
|
|
08:40 [广告-深度转化] <|ad_begin|><s_a_2817><s_b_4134><s_c_5845>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7845><s_b_5027><s_c_34>
|
|||
|
|
【2026-01-28】
|
|||
|
|
00:01 [广告-深度转化] <|ad_begin|><s_a_1210><s_b_7295><s_c_6962>
|
|||
|
|
00:39 [广告-深度转化] <|ad_begin|><s_a_2817><s_b_7765><s_c_77>
|
|||
|
|
04:23 [视频-收藏/长播] <|video_begin|><s_a_3373><s_b_6442><s_c_6676>
|
|||
|
|
05:00 [视频-评论/点赞/长播] <|video_begin|><s_a_2402><s_b_2817><s_c_5513>
|
|||
|
|
05:52 [广告-深度转化] <|ad_begin|><s_a_2817><s_b_5646><s_c_47>
|
|||
|
|
06:10 [广告-深度转化] <|ad_begin|><s_a_4928><s_b_581><s_c_7676>
|
|||
|
|
07:47 [广告-深度转化] <|ad_begin|><s_a_403><s_b_5467><s_c_5366>
|
|||
|
|
07:53 [视频-评论/点赞/长播] <|video_begin|><s_a_1478><s_b_1595><s_c_4479>
|
|||
|
|
10:56 [广告-深度转化] <|ad_begin|><s_a_1210><s_b_7218><s_c_8005>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1557><s_b_5150><s_c_1759>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5969><s_b_282><s_c_1247>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5969><s_b_2127><s_c_7001>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7517><s_b_1638><s_c_932>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2083><s_b_1966><s_c_7638>
|
|||
|
|
14:05 [视频-转发/长播] <|video_begin|><s_a_1883><s_b_4879><s_c_1935>
|
|||
|
|
14:37 [视频-转发/长播] <|video_begin|><s_a_3555><s_b_5893><s_c_443>
|
|||
|
|
15:13 [广告-深度转化] <|ad_begin|><s_a_1584><s_b_7946><s_c_1085>
|
|||
|
|
【2026-01-29】
|
|||
|
|
03:29 [广告-深度转化] <|ad_begin|><s_a_4928><s_b_876><s_c_5687>
|
|||
|
|
05:44 [视频-评论/长播] <|video_begin|><s_a_2015><s_b_5102><s_c_1128>
|
|||
|
|
08:36 [广告-深度转化] <|ad_begin|><s_a_1584><s_b_2323><s_c_1914>
|
|||
|
|
09:26 [视频-点赞/长播] <|video_begin|><s_a_3430><s_b_1380><s_c_7899>
|
|||
|
|
09:26 [视频-点赞/长播] <|video_begin|><s_a_4670><s_b_6848><s_c_1047>
|
|||
|
|
09:26 [视频-点赞/长播] <|video_begin|><s_a_7176><s_b_6477><s_c_7480>
|
|||
|
|
10:12 [广告-深度转化] <|ad_begin|><s_a_5687><s_b_1119><s_c_1611>
|
|||
|
|
11:17 [广告-深度转化] <|ad_begin|><s_a_2817><s_b_5349><s_c_1708>
|
|||
|
|
11:38 [视频-关注/长播] <|video_begin|><s_a_578><s_b_6234><s_c_5162>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1996><s_b_6922><s_c_1966>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7058><s_b_4516><s_c_4336>
|
|||
|
|
15:27 [视频-点赞/长播] <|video_begin|><s_a_3555><s_b_7184><s_c_237>
|
|||
|
|
【2026-01-30】
|
|||
|
|
00:59 [广告-深度转化] <|ad_begin|><s_a_1584><s_b_6379><s_c_4318>
|
|||
|
|
02:29 [广告-深度转化] <|ad_begin|><s_a_1584><s_b_7946><s_c_1085>
|
|||
|
|
06:37 [视频-点赞/长播] <|video_begin|><s_a_2211><s_b_6477><s_c_1697>
|
|||
|
|
07:58 [视频-点赞/长播] <|video_begin|><s_a_3430><s_b_7180><s_c_1148>
|
|||
|
|
08:29 [视频-点赞/长播] <|video_begin|><s_a_1665><s_b_6477><s_c_7072>
|
|||
|
|
09:27 [视频-点赞/长播] <|video_begin|><s_a_3430><s_b_1595><s_c_7072>
|
|||
|
|
09:34 [视频-点赞/长播] <|video_begin|><s_a_6980><s_b_4404><s_c_2049>
|
|||
|
|
10:08 [广告-深度转化] <|ad_begin|><s_a_4928><s_b_8148><s_c_3766>
|
|||
|
|
10:11 [广告-点击] <|ad_begin|><s_a_3014><s_b_6234><s_c_532>
|
|||
|
|
10:12 [广告-点击] <|ad_begin|><s_a_2817><s_b_7455><s_c_5413>
|
|||
|
|
10:12 [视频-点赞/长播] <|video_begin|><s_a_7981><s_b_1337><s_c_510>
|
|||
|
|
10:12 [视频-点赞/长播] <|video_begin|><s_a_1405><s_b_6477><s_c_1273>
|
|||
|
|
10:13 [广告-点击] <|ad_begin|><s_a_2038><s_b_123><s_c_6962>
|
|||
|
|
10:27 [广告-深度转化] <|ad_begin|><s_a_2817><s_b_7295><s_c_3036>
|
|||
|
|
10:27 [广告-点击] <|ad_begin|><s_a_2817><s_b_7295><s_c_3036>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_715><s_b_7933><s_c_4406>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2680><s_b_3327><s_c_133>
|
|||
|
|
12:34 [视频-评论/长播] <|video_begin|><s_a_2402><s_b_529><s_c_8042>
|
|||
|
|
【2026-01-31】
|
|||
|
|
00:27 [广告-深度转化] <|ad_begin|><s_a_7034><s_b_4410><s_c_5100>
|
|||
|
|
00:27 [广告-点击] <|ad_begin|><s_a_7034><s_b_4410><s_c_5100>
|
|||
|
|
00:30 [广告-深度转化] <|ad_begin|><s_a_4745><s_b_7295><s_c_5486>
|
|||
|
|
00:30 [广告-点击] <|ad_begin|><s_a_4745><s_b_7295><s_c_5486>
|
|||
|
|
00:33 [广告-深度转化] <|ad_begin|><s_a_2817><s_b_780><s_c_1914>
|
|||
|
|
00:33 [广告-点击] <|ad_begin|><s_a_2817><s_b_780><s_c_1914>
|
|||
|
|
00:40 [广告-深度转化] <|ad_begin|><s_a_1584><s_b_2458><s_c_1935>
|
|||
|
|
00:40 [广告-点击] <|ad_begin|><s_a_1584><s_b_2458><s_c_1935>
|
|||
|
|
00:45 [广告-深度转化] <|ad_begin|><s_a_5368><s_b_2556><s_c_6222>
|
|||
|
|
00:45 [广告-点击] <|ad_begin|><s_a_5368><s_b_2556><s_c_6222>
|
|||
|
|
01:02 [广告-深度转化] <|ad_begin|><s_a_3627><s_b_3444><s_c_4730>
|
|||
|
|
01:02 [广告-点击] <|ad_begin|><s_a_3627><s_b_3444><s_c_4730>
|
|||
|
|
01:04 [视频-收藏/长播] <|video_begin|><s_a_6219><s_b_7381><s_c_3363>
|
|||
|
|
01:10 [视频-收藏/点赞/长播] <|video_begin|><s_a_2828><s_b_3795><s_c_875>
|
|||
|
|
01:35 [视频-点赞/长播] <|video_begin|><s_a_3766><s_b_7184><s_c_2803>
|
|||
|
|
02:17 [视频-点赞/长播] <|video_begin|><s_a_1726><s_b_6234><s_c_2636>
|
|||
|
|
06:45 [广告-深度转化] <|ad_begin|><s_a_2817><s_b_2999><s_c_2647>
|
|||
|
|
06:45 [广告-点击] <|ad_begin|><s_a_2817><s_b_2999><s_c_2647>
|
|||
|
|
06:46 [广告-点击] <|ad_begin|><s_a_2038><s_b_6642><s_c_8003>
|
|||
|
|
07:22 [视频-收藏/长播] <|video_begin|><s_a_3766><s_b_1141><s_c_594>
|
|||
|
|
07:35 [广告-深度转化] <|ad_begin|><s_a_1210><s_b_2575><s_c_5737>
|
|||
|
|
07:35 [广告-点击] <|ad_begin|><s_a_1210><s_b_2575><s_c_5737>
|
|||
|
|
08:24 [视频-点赞/长播] <|video_begin|><s_a_1665><s_b_1230><s_c_6782>
|
|||
|
|
08:37 [视频-点赞/长播] <|video_begin|><s_a_3430><s_b_1529><s_c_7525>
|
|||
|
|
08:47 [广告-点击] <|ad_begin|><s_a_7097><s_b_6234><s_c_6962>
|
|||
|
|
09:01 [视频-点赞/长播] <|video_begin|><s_a_2015><s_b_612><s_c_141>
|
|||
|
|
09:22 [广告-点击] <|ad_begin|><s_a_1210><s_b_581><s_c_5061>
|
|||
|
|
11:13 [视频-点赞/长播] <|video_begin|><s_a_7888><s_b_2924><s_c_2411>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_715><s_b_7933><s_c_4406>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2680><s_b_5638><s_c_3530>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2209><s_b_6615><s_c_2484>
|
|||
|
|
14:14 [广告-深度转化] <|ad_begin|><s_a_1210><s_b_7608><s_c_359>
|
|||
|
|
14:14 [广告-点击] <|ad_begin|><s_a_1210><s_b_7608><s_c_359>
|
|||
|
|
【2026-02-01】
|
|||
|
|
03:55 [广告-深度转化] <|ad_begin|><s_a_1584><s_b_3727><s_c_6240>
|
|||
|
|
03:55 [广告-点击] <|ad_begin|><s_a_1584><s_b_3727><s_c_6240>
|
|||
|
|
04:00 [广告-点击] <|ad_begin|><s_a_5115><s_b_353><s_c_7902>
|
|||
|
|
04:03 [广告-点击] <|ad_begin|><s_a_5115><s_b_353><s_c_7902>
|
|||
|
|
04:58 [广告-深度转化] <|ad_begin|><s_a_5368><s_b_123><s_c_1559>
|
|||
|
|
04:58 [广告-点击] <|ad_begin|><s_a_5368><s_b_123><s_c_1559>
|
|||
|
|
09:53 [广告-点击] <|ad_begin|><s_a_1351><s_b_5349><s_c_7945>
|
|||
|
|
10:44 [视频-点赞/长播] <|video_begin|><s_a_3430><s_b_4878><s_c_853>
|
|||
|
|
11:39 [广告-深度转化] <|ad_begin|><s_a_7034><s_b_7181><s_c_2444>
|
|||
|
|
11:39 [广告-点击] <|ad_begin|><s_a_7034><s_b_7181><s_c_2444>
|
|||
|
|
11:56 [广告-点击] <|ad_begin|><s_a_5115><s_b_876><s_c_616>
|
|||
|
|
11:58 [视频-点赞/长播] <|video_begin|><s_a_3430><s_b_3815><s_c_7657>
|
|||
|
|
11:58 [视频-点赞/长播] <|video_begin|><s_a_3430><s_b_1529><s_c_7525>
|
|||
|
|
12:15 [视频-点赞/长播] <|video_begin|><s_a_2411><s_b_4167><s_c_1423>
|
|||
|
|
12:15 [视频-点赞/长播] <|video_begin|><s_a_3430><s_b_800><s_c_1767>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_666><s_b_4190><s_c_4929>
|
|||
|
|
13:19 [视频-点赞/长播] <|video_begin|><s_a_3555><s_b_6300><s_c_5135>
|
|||
|
|
14:04 [广告-深度转化] <|ad_begin|><s_a_1210><s_b_7225><s_c_113>
|
|||
|
|
14:04 [广告-点击] <|ad_begin|><s_a_1210><s_b_7225><s_c_113>
|
|||
|
|
14:12 [广告-点击] <|ad_begin|><s_a_805><s_b_800><s_c_3540>
|
|||
|
|
15:19 [视频-点赞/长播] <|video_begin|><s_a_3555><s_b_6519><s_c_7274>
|
|||
|
|
15:19 [视频-关注/长播] <|video_begin|><s_a_4872><s_b_1119><s_c_1282>
|
|||
|
|
【2026-02-02】
|
|||
|
|
00:50 [视频-评论/长播] <|video_begin|><s_a_4032><s_b_7184><s_c_1614>
|
|||
|
|
01:14 [视频-转发/长播] <|video_begin|><s_a_7981><s_b_7762><s_c_3355>
|
|||
|
|
01:20 [视频-收藏/长播] <|video_begin|><s_a_3430><s_b_5106><s_c_6782>
|
|||
|
|
02:54 [广告-深度转化] <|ad_begin|><s_a_1803><s_b_2381><s_c_6240>
|
|||
|
|
02:54 [广告-点击] <|ad_begin|><s_a_1803><s_b_2381><s_c_6240>
|
|||
|
|
03:27 [广告-点击] <|ad_begin|><s_a_4745><s_b_1119><s_c_141>
|
|||
|
|
03:37 [广告-点击] <|ad_begin|><s_a_2817><s_b_123><s_c_4451>
|
|||
|
|
05:17 [视频-收藏/长播] <|video_begin|><s_a_3766><s_b_2497><s_c_1148>
|
|||
|
|
05:24 [广告-深度转化] <|ad_begin|><s_a_1584><s_b_3727><s_c_6240>
|
|||
|
|
05:24 [广告-点击] <|ad_begin|><s_a_1584><s_b_3727><s_c_6240>
|
|||
|
|
08:10 [广告-深度转化] <|ad_begin|><s_a_1584><s_b_876><s_c_294>
|
|||
|
|
08:10 [广告-点击] <|ad_begin|><s_a_1584><s_b_876><s_c_294>
|
|||
|
|
09:38 [视频-点赞/长播] <|video_begin|><s_a_3701><s_b_1595><s_c_2030>
|
|||
|
|
10:18 [广告-点击] <|ad_begin|><s_a_1210><s_b_1906><s_c_2280>
|
|||
|
|
11:02 [广告-深度转化] <|ad_begin|><s_a_1584><s_b_631><s_c_6915>
|
|||
|
|
11:02 [广告-点击] <|ad_begin|><s_a_1584><s_b_631><s_c_6915>
|
|||
|
|
11:49 [视频-点赞/长播] <|video_begin|><s_a_3430><s_b_7811><s_c_875>
|
|||
|
|
11:49 [视频-转发/点赞/长播] <|video_begin|><s_a_3430><s_b_915><s_c_4092>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5969><s_b_2127><s_c_7001>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7803><s_b_2353><s_c_5211>
|
|||
|
|
23:51 [广告-点击] <|ad_begin|><s_a_602><s_b_3932><s_c_2057>
|
|||
|
|
23:52 [视频-转发/长播] <|video_begin|><s_a_5874><s_b_621><s_c_4489>
|
|||
|
|
【2026-02-03】
|
|||
|
|
00:07 [广告-点击] <|ad_begin|><s_a_1584><s_b_7834><s_c_5087>
|
|||
|
|
01:13 [广告-深度转化] <|ad_begin|><s_a_717><s_b_1906><s_c_3016>
|
|||
|
|
01:13 [广告-点击] <|ad_begin|><s_a_717><s_b_1906><s_c_3016>
|
|||
|
|
02:39 [视频-点赞/长播] <|video_begin|><s_a_2764><s_b_3518><s_c_2057>
|
|||
|
|
03:19 [广告-深度转化] <|ad_begin|><s_a_3627><s_b_7342><s_c_4135>
|
|||
|
|
03:19 [广告-点击] <|ad_begin|><s_a_3627><s_b_7342><s_c_4135>
|
|||
|
|
03:41 [广告-深度转化] <|ad_begin|><s_a_1584><s_b_7547><s_c_5087>
|
|||
|
|
03:41 [广告-点击] <|ad_begin|><s_a_1584><s_b_7547><s_c_5087>
|
|||
|
|
03:43 [广告-深度转化] <|ad_begin|><s_a_2817><s_b_3688><s_c_7333>
|
|||
|
|
03:43 [广告-点击] <|ad_begin|><s_a_2817><s_b_3688><s_c_7333>
|
|||
|
|
04:50 [广告-点击] <|ad_begin|><s_a_5115><s_b_6973><s_c_486>
|
|||
|
|
05:09 [视频-点赞/长播] <|video_begin|><s_a_2015><s_b_6891><s_c_875>
|
|||
|
|
05:35 [视频-评论/长播] <|video_begin|><s_a_3095><s_b_4878><s_c_1935>
|
|||
|
|
07:47 [广告-点击] <|ad_begin|><s_a_1351><s_b_1119><s_c_7945>
|
|||
|
|
07:56 [广告-深度转化] <|ad_begin|><s_a_5368><s_b_8024><s_c_1428>
|
|||
|
|
07:56 [广告-点击] <|ad_begin|><s_a_5368><s_b_8024><s_c_1428>
|
|||
|
|
08:09 [视频-点赞/长播] <|video_begin|><s_a_1108><s_b_4838><s_c_5673>
|
|||
|
|
08:22 [广告-点击] <|ad_begin|><s_a_1351><s_b_1411><s_c_6557>
|
|||
|
|
09:23 [视频-点赞/长播] <|video_begin|><s_a_1013><s_b_7768><s_c_4842>
|
|||
|
|
09:40 [广告-点击] <|ad_begin|><s_a_6590><s_b_479><s_c_7945>
|
|||
|
|
10:30 [视频-点赞/长播] <|video_begin|><s_a_3430><s_b_6550><s_c_7751>
|
|||
|
|
10:30 [视频-点赞/长播] <|video_begin|><s_a_1665><s_b_3506><s_c_7880>
|
|||
|
|
12:04 [视频-点赞/长播] <|video_begin|><s_a_3430><s_b_1529><s_c_4770>
|
|||
|
|
12:04 [视频-点赞/长播] <|video_begin|><s_a_2135><s_b_7390><s_c_907>
|
|||
|
|
12:23 [视频-点赞/长播] <|video_begin|><s_a_6347><s_b_4198><s_c_4755>
|
|||
|
|
12:23 [视频-点赞/长播] <|video_begin|><s_a_1633><s_b_1595><s_c_8143>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5974><s_b_7936><s_c_6318>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1611><s_b_4338><s_c_595>
|
|||
|
|
13:55 [广告-深度转化] <|ad_begin|><s_a_7034><s_b_3452><s_c_7881>
|
|||
|
|
13:55 [广告-点击] <|ad_begin|><s_a_7034><s_b_3452><s_c_7881>
|
|||
|
|
【2026-02-04】
|
|||
|
|
00:19 [广告-点击] <|ad_begin|><s_a_3579><s_b_4917><s_c_7137>
|
|||
|
|
00:24 [视频-收藏/长播] <|video_begin|><s_a_4222><s_b_4798><s_c_4566>
|
|||
|
|
03:25 [广告-深度转化] <|ad_begin|><s_a_7034><s_b_7740><s_c_2680>
|
|||
|
|
03:25 [广告-点击] <|ad_begin|><s_a_7034><s_b_7740><s_c_2680>
|
|||
|
|
03:37 [视频-点赞/长播] <|video_begin|><s_a_5818><s_b_1212><s_c_208>
|
|||
|
|
03:38 [广告-深度转化] <|ad_begin|><s_a_7034><s_b_5511><s_c_5833>
|
|||
|
|
03:38 [广告-点击] <|ad_begin|><s_a_7034><s_b_5511><s_c_5833>
|
|||
|
|
03:52 [广告-点击] <|ad_begin|><s_a_2817><s_b_5893><s_c_5964>
|
|||
|
|
05:29 [广告-点击] <|ad_begin|><s_a_2817><s_b_1595><s_c_8042>
|
|||
|
|
06:34 [视频-点赞/长播] <|video_begin|><s_a_495><s_b_6477><s_c_3534>
|
|||
|
|
06:51 [广告-点击] <|ad_begin|><s_a_7331><s_b_7572><s_c_7298>
|
|||
|
|
06:55 [视频-点赞/长播] <|video_begin|><s_a_7981><s_b_7888><s_c_5209>
|
|||
|
|
07:30 [视频-点赞/长播] <|video_begin|><s_a_3430><s_b_7946><s_c_1261>
|
|||
|
|
07:45 [视频-点赞/长播] <|video_begin|><s_a_5146><s_b_2434><s_c_286>
|
|||
|
|
07:48 [广告-深度转化] <|ad_begin|><s_a_7034><s_b_1588><s_c_3395>
|
|||
|
|
07:48 [广告-点击] <|ad_begin|><s_a_7034><s_b_1588><s_c_3395>
|
|||
|
|
09:26 [广告-点击] <|ad_begin|><s_a_4632><s_b_451><s_c_949>
|
|||
|
|
09:31 [广告-点击] <|ad_begin|><s_a_4942><s_b_7603><s_c_5837>
|
|||
|
|
10:06 [广告-点击] <|ad_begin|><s_a_1584><s_b_5489><s_c_3534>
|
|||
|
|
12:15 [视频-点赞/长播] <|video_begin|><s_a_7888><s_b_7946><s_c_655>
|
|||
|
|
12:15 [视频-关注/点赞/长播] <|video_begin|><s_a_2344><s_b_5189><s_c_3026>
|
|||
|
|
12:42 [广告-深度转化] <|ad_begin|><s_a_7034><s_b_3451><s_c_6222>
|
|||
|
|
12:42 [广告-点击] <|ad_begin|><s_a_7034><s_b_3451><s_c_6222>
|
|||
|
|
12:43 [广告-点击] <|ad_begin|><s_a_3014><s_b_1119><s_c_6227>
|
|||
|
|
23:55 [广告-深度转化] <|ad_begin|><s_a_4632><s_b_6907><s_c_5100>
|
|||
|
|
23:55 [广告-点击] <|ad_begin|><s_a_4632><s_b_6907><s_c_5100>
|
|||
|
|
【2026-02-05】
|
|||
|
|
00:07 [广告-深度转化] <|ad_begin|><s_a_1596><s_b_6907><s_c_804>
|
|||
|
|
00:07 [广告-点击] <|ad_begin|><s_a_1596><s_b_6907><s_c_804>
|
|||
|
|
00:59 [视频-点赞/长播] <|video_begin|><s_a_606><s_b_1002><s_c_2212>
|
|||
|
|
01:31 [视频-转发/长播] <|video_begin|><s_a_7774><s_b_1575><s_c_95>
|
|||
|
|
01:58 [视频-点赞/长播] <|video_begin|><s_a_3332><s_b_3496><s_c_1215>
|
|||
|
|
03:28 [广告-深度转化] <|ad_begin|><s_a_1584><s_b_2323><s_c_1914>
|
|||
|
|
03:28 [广告-点击] <|ad_begin|><s_a_1584><s_b_2323><s_c_1914>
|
|||
|
|
03:44 [广告-点击] <|ad_begin|><s_a_2022><s_b_1141><s_c_7315>
|
|||
|
|
04:36 [广告-深度转化] <|ad_begin|><s_a_2817><s_b_1806><s_c_1178>
|
|||
|
|
04:36 [广告-点击] <|ad_begin|><s_a_2817><s_b_1806><s_c_1178>
|
|||
|
|
06:07 [视频-点赞/长播] <|video_begin|><s_a_5019><s_b_5511><s_c_5510>
|
|||
|
|
07:07 [视频-点赞/长播] <|video_begin|><s_a_1115><s_b_3059><s_c_5673>
|
|||
|
|
07:10 [广告-点击] <|ad_begin|><s_a_1584><s_b_843><s_c_5553>
|
|||
|
|
07:18 [广告-深度转化] <|ad_begin|><s_a_1584><s_b_5631><s_c_1767>
|
|||
|
|
07:18 [广告-点击] <|ad_begin|><s_a_1584><s_b_5631><s_c_1767>
|
|||
|
|
07:45 [视频-长播] <|video_begin|><s_a_5907><s_b_6234><s_c_128>
|
|||
|
|
07:45 [视频-长播] <|video_begin|><s_a_3766><s_b_5876><s_c_3026>
|
|||
|
|
07:45 [视频-长播] <|video_begin|><s_a_7751><s_b_7036><s_c_5687>
|
|||
|
|
07:45 [视频-长播] <|video_begin|><s_a_1726><s_b_4949><s_c_141>
|
|||
|
|
07:52 [视频-长播] <|video_begin|><s_a_1665><s_b_1337><s_c_7751>
|
|||
|
|
07:52 [视频-长播] <|video_begin|><s_a_2135><s_b_6477><s_c_6185>
|
|||
|
|
07:52 [视频-长播] <|video_begin|><s_a_2764><s_b_839><s_c_3003>
|
|||
|
|
08:00 [广告-点击] <|ad_begin|><s_a_4942><s_b_2914><s_c_3047>
|
|||
|
|
08:16 [视频-长播] <|video_begin|><s_a_6073><s_b_7497><s_c_7719>
|
|||
|
|
08:27 [视频-长播] <|video_begin|><s_a_1726><s_b_6234><s_c_5851>
|
|||
|
|
08:27 [视频-长播] <|video_begin|><s_a_2015><s_b_3417><s_c_1935>
|
|||
|
|
08:36 [广告-点击] <|ad_begin|><s_a_7939><s_b_2419><s_c_594>
|
|||
|
|
08:39 [视频-收藏/点赞/长播] <|video_begin|><s_a_3766><s_b_7342><s_c_1752>
|
|||
|
|
08:56 [视频-长播] <|video_begin|><s_a_3555><s_b_3736><s_c_677>
|
|||
|
|
09:16 [视频-长播] <|video_begin|><s_a_3430><s_b_5040><s_c_7315>
|
|||
|
|
09:16 [视频-长播] <|video_begin|><s_a_495><s_b_6477><s_c_6275>
|
|||
|
|
10:04 [视频-点赞/长播] <|video_begin|><s_a_1665><s_b_5842><s_c_816>
|
|||
|
|
10:17 [视频-长播] <|video_begin|><s_a_4032><s_b_6891><s_c_1578>
|
|||
|
|
10:38 [视频-长播] <|video_begin|><s_a_5907><s_b_6234><s_c_7289>
|
|||
|
|
10:38 [视频-长播] <|video_begin|><s_a_1726><s_b_6234><s_c_1119>
|
|||
|
|
10:38 [视频-长播] <|video_begin|><s_a_4178><s_b_56><s_c_7244>
|
|||
|
|
10:38 [视频-长播] <|video_begin|><s_a_877><s_b_3452><s_c_7675>
|
|||
|
|
11:05 [视频-长播] <|video_begin|><s_a_1088><s_b_1411><s_c_4818>
|
|||
|
|
11:05 [视频-长播] <|video_begin|><s_a_1726><s_b_7603><s_c_4126>
|
|||
|
|
11:05 [视频-长播] <|video_begin|><s_a_5452><s_b_5394><s_c_6416>
|
|||
|
|
11:19 [视频-长播] <|video_begin|><s_a_1003><s_b_5429><s_c_5709>
|
|||
|
|
11:19 [视频-点赞/长播] <|video_begin|><s_a_7259><s_b_3932><s_c_853>
|
|||
|
|
11:19 [视频-点赞/长播] <|video_begin|><s_a_7308><s_b_6307><s_c_6486>
|
|||
|
|
11:22 [视频-长播] <|video_begin|><s_a_1726><s_b_6234><s_c_8061>
|
|||
|
|
11:40 [视频-长播] <|video_begin|><s_a_3430><s_b_1738><s_c_7602>
|
|||
|
|
11:40 [视频-长播] <|video_begin|><s_a_7981><s_b_4432><s_c_7289>
|
|||
|
|
11:40 [视频-长播] <|video_begin|><s_a_7308><s_b_7763><s_c_3877>
|
|||
|
|
11:40 [视频-长播] <|video_begin|><s_a_4667><s_b_5244><s_c_5100>
|
|||
|
|
11:40 [视频-点赞/长播] <|video_begin|><s_a_1633><s_b_3609><s_c_719>
|
|||
|
|
11:40 [视频-长播] <|video_begin|><s_a_562><s_b_7959><s_c_4859>
|
|||
|
|
11:40 [视频-长播] <|video_begin|><s_a_3766><s_b_2497><s_c_4159>
|
|||
|
|
11:50 [视频-长播] <|video_begin|><s_a_1665><s_b_5842><s_c_4770>
|
|||
|
|
11:50 [视频-长播] <|video_begin|><s_a_6347><s_b_25><s_c_4610>
|
|||
|
|
11:50 [视频-长播] <|video_begin|><s_a_2367><s_b_6234><s_c_5673>
|
|||
|
|
11:51 [广告-深度转化] <|ad_begin|><s_a_7034><s_b_6907><s_c_535>
|
|||
|
|
11:51 [广告-点击] <|ad_begin|><s_a_7034><s_b_6907><s_c_535>
|
|||
|
|
11:59 [广告-点击] <|ad_begin|><s_a_7259><s_b_3932><s_c_4859>
|
|||
|
|
12:05 [广告-点击] <|ad_begin|><s_a_7259><s_b_3932><s_c_4859>
|
|||
|
|
12:06 [视频-长播] <|video_begin|><s_a_2015><s_b_800><s_c_875>
|
|||
|
|
12:06 [视频-长播] <|video_begin|><s_a_1726><s_b_6234><s_c_1339>
|
|||
|
|
12:06 [视频-长播] <|video_begin|><s_a_1726><s_b_7608><s_c_110>
|
|||
|
|
12:18 [视频-长播] <|video_begin|><s_a_3430><s_b_1382><s_c_6093>
|
|||
|
|
13:03 [广告-深度转化] <|ad_begin|><s_a_1584><s_b_3315><s_c_2722>
|
|||
|
|
13:03 [广告-点击] <|ad_begin|><s_a_1584><s_b_3315><s_c_2722>
|
|||
|
|
13:16 [视频-长播] <|video_begin|><s_a_3510><s_b_5893><s_c_4212>
|
|||
|
|
13:16 [视频-长播] <|video_begin|><s_a_1726><s_b_6891><s_c_1614>
|
|||
|
|
13:16 [视频-评论/长播] <|video_begin|><s_a_4032><s_b_6451><s_c_4757>
|
|||
|
|
13:24 [视频-长播] <|video_begin|><s_a_5295><s_b_2882><s_c_853>
|
|||
|
|
13:24 [视频-长播] <|video_begin|><s_a_3300><s_b_7184><s_c_2820>
|
|||
|
|
13:35 [视频-长播] <|video_begin|><s_a_3829><s_b_980><s_c_859>
|
|||
|
|
13:35 [视频-长播] <|video_begin|><s_a_578><s_b_7608><s_c_4783>
|
|||
|
|
13:35 [视频-长播] <|video_begin|><s_a_3555><s_b_3999><s_c_1148>
|
|||
|
|
13:35 [视频-长播] <|video_begin|><s_a_1726><s_b_7776><s_c_1119>
|
|||
|
|
13:35 [视频-长播] <|video_begin|><s_a_3510><s_b_4879><s_c_2551>
|
|||
|
|
13:44 [广告-点击] <|ad_begin|><s_a_2832><s_b_6234><s_c_7719>
|
|||
|
|
13:58 [视频-长播] <|video_begin|><s_a_1726><s_b_1752><s_c_1752>
|
|||
|
|
14:42 [视频-长播] <|video_begin|><s_a_1726><s_b_6451><s_c_3011>
|
|||
|
|
14:42 [视频-长播] <|video_begin|><s_a_1726><s_b_6234><s_c_1119>
|
|||
|
|
14:42 [视频-长播] <|video_begin|><s_a_3555><s_b_4879><s_c_1148>
|
|||
|
|
14:42 [视频-长播] <|video_begin|><s_a_2015><s_b_1002><s_c_875>
|
|||
|
|
|
|||
|
|
角色任务：你是极端严苛的用户行为数据挖掘与数据格式化专家，请结合上述用户交互历史，面向给定主题，全面提取出所有具备关联性的历史交互数据。
|
|||
|
|
|
|||
|
|
主题：从泛化农事需求到精准病虫害防治的认知收敛
|
|||
|
|
|
|||
|
|
输出格式要求：输出必须且仅为包含 SID 的 JSON 数组，绝对不要输出任何额外的解释、提示或格式化外的文字。/no_think<|im_end|>
|
|||
|
|
<|im_start|>assistant
|
|||
|
|
<think>
|
|||
|
|
</think>
|
|||
|
|
["<|prod_begin|><s_a_6091><s_b_3297><s_c_4244>", "<|prod_begin|><s_a_6488><s_b_5322><s_c_5829>", "<|prod_begin|><s_a_7135><s_b_5449><s_c_7638>", "<|prod_begin|><s_a_6488><s_b_2826><s_c_8045>", "<|prod_begin|><s_a_1304><s_b_2450><s_c_3510>"]<|im_end|>
|
|||
|
|
<|im_start|>user
|
|||
|
|
【用户交互历史】：
|
|||
|
|
【2024-12-15】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6879><s_b_1443><s_c_7819>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1693><s_b_3923><s_c_3084>
|
|||
|
|
【2024-12-29】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_8174><s_b_7304><s_c_3165>
|
|||
|
|
【2024-12-31】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_8174><s_b_7304><s_c_5827>
|
|||
|
|
【2025-01-04】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_8174><s_b_7416><s_c_5208>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_8174><s_b_7416><s_c_5208>
|
|||
|
|
【2025-01-07】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_2828><s_b_451><s_c_2262>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_3367><s_b_8002><s_c_3026>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_176><s_b_170><s_c_2084>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6873><s_b_4298><s_c_7517>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_8174><s_b_4021><s_c_4115>
|
|||
|
|
【2025-01-08】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_3367><s_b_6234><s_c_2403>
|
|||
|
|
【2025-01-09】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_5445><s_c_6278>
|
|||
|
|
【2025-01-14】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_3576><s_b_2314><s_c_7428>
|
|||
|
|
【2025-01-15】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_2828><s_b_8049><s_c_2644>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1566><s_b_4692><s_c_5404>
|
|||
|
|
【2025-01-16】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_826><s_b_5101><s_c_3893>
|
|||
|
|
【2025-01-17】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1566><s_b_4692><s_c_5404>
|
|||
|
|
【2025-01-18】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2836><s_b_4902><s_c_5656>
|
|||
|
|
【2025-01-21】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1566><s_b_4692><s_c_5404>
|
|||
|
|
【2025-01-22】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_2828><s_b_6234><s_c_4053>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5701><s_b_3042><s_c_2815>
|
|||
|
|
【2025-01-23】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6492><s_b_7342><s_c_870>
|
|||
|
|
【2025-01-25】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_2828><s_b_6234><s_c_7951>
|
|||
|
|
【2025-02-05】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_469><s_b_4489><s_c_677>
|
|||
|
|
【2025-02-07】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_6039><s_c_6278>
|
|||
|
|
【2025-02-08】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_721><s_b_3206><s_c_3118>
|
|||
|
|
【2025-02-09】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_4885><s_c_7616>
|
|||
|
|
【2025-02-10】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6492><s_b_7342><s_c_7264>
|
|||
|
|
【2025-02-15】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6492><s_b_7342><s_c_5956>
|
|||
|
|
【2025-02-16】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1566><s_b_5176><s_c_7101>
|
|||
|
|
【2025-02-17】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_2828><s_b_7342><s_c_7951>
|
|||
|
|
【2025-02-20】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_3367><s_b_7390><s_c_3026>
|
|||
|
|
【2025-02-26】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6492><s_b_451><s_c_732>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4074><s_b_2828><s_c_4859>
|
|||
|
|
【2025-03-02】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_5318><s_b_7200><s_c_3476>
|
|||
|
|
【2025-03-09】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_2828><s_b_2221><s_c_8143>
|
|||
|
|
【2025-03-16】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6492><s_b_5384><s_c_875>
|
|||
|
|
【2025-04-05】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_3367><s_b_451><s_c_4039>
|
|||
|
|
【2025-04-07】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7526><s_b_4545><s_c_2782>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7526><s_b_4545><s_c_6498>
|
|||
|
|
【2025-04-24】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6815><s_b_2828><s_c_3026>
|
|||
|
|
【2025-05-04】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6492><s_b_7272><s_c_909>
|
|||
|
|
【2025-05-15】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6091><s_b_7756><s_c_3871>
|
|||
|
|
【2025-05-29】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6492><s_b_7342><s_c_5054>
|
|||
|
|
【2025-06-01】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_933><s_b_8035><s_c_3038>
|
|||
|
|
【2025-06-09】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_760><s_b_451><s_c_5563>
|
|||
|
|
【2025-06-10】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_4084><s_b_2919><s_c_5044>
|
|||
|
|
【2025-06-14】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6879><s_b_4960><s_c_1609>
|
|||
|
|
【2025-06-15】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_7756><s_b_530><s_c_6252>
|
|||
|
|
【2025-06-28】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1809><s_b_3187><s_c_210>
|
|||
|
|
【2025-07-08】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_750><s_b_4458><s_c_2668>
|
|||
|
|
【2025-07-09】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4427><s_b_5961><s_c_543>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5609><s_b_4676><s_c_4759>
|
|||
|
|
【2025-07-20】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_4084><s_b_3284><s_c_6524>
|
|||
|
|
【2025-07-21】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4275><s_b_7549><s_c_6153>
|
|||
|
|
【2025-07-22】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2671><s_b_7687><s_c_1594>
|
|||
|
|
【2025-07-23】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_5442><s_b_1966><s_c_4866>
|
|||
|
|
【2025-07-29】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7794><s_b_6065><s_c_912>
|
|||
|
|
【2025-07-30】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4591><s_b_1089><s_c_4427>
|
|||
|
|
【2025-08-01】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7135><s_b_483><s_c_817>
|
|||
|
|
【2025-08-03】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_8008><s_c_5036>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_7756><s_c_2695>
|
|||
|
|
【2025-08-10】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1229><s_b_765><s_c_5563>
|
|||
|
|
【2025-08-12】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7957><s_b_6194><s_c_7103>
|
|||
|
|
【2025-08-14】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6492><s_b_7894><s_c_4852>
|
|||
|
|
【2025-08-23】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2950><s_b_5363><s_c_3659>
|
|||
|
|
【2025-08-24】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_5728><s_b_5727><s_c_3058>
|
|||
|
|
【2025-08-25】
|
|||
|
|
--:-- [直播-打赏] <|living_begin|><s_a_1658><s_b_3916><s_c_3026>
|
|||
|
|
【2025-09-19】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_3865><s_b_5200><s_c_6982>
|
|||
|
|
【2025-10-17】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_1442><s_b_581><s_c_1485>
|
|||
|
|
【2025-10-19】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_3367><s_b_5727><s_c_1246>
|
|||
|
|
【2025-10-30】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_6488><s_b_8139><s_c_7187>
|
|||
|
|
【2025-11-01】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_4233><s_b_7000><s_c_4832>
|
|||
|
|
【2025-11-03】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2671><s_b_5638><s_c_7366>
|
|||
|
|
【2025-11-19】
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_7526><s_b_4545><s_c_6498>
|
|||
|
|
【2025-11-20】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_3377><s_b_4150><s_c_4165>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7526><s_b_4545><s_c_6498>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_4730><s_b_3155><s_c_1828>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_3377><s_b_4150><s_c_4165>
|
|||
|
|
【2025-11-21】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_194><s_b_7342><s_c_958>
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_7451><s_b_6234><s_c_5956>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_7526><s_b_4545><s_c_6498>
|
|||
|
|
【2025-11-22】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_3377><s_b_4150><s_c_4165>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_6091><s_b_4009><s_c_4421>
|
|||
|
|
【2025-11-27】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_3377><s_b_4150><s_c_4165>
|
|||
|
|
【2025-12-02】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1412><s_b_3228><s_c_2237>
|
|||
|
|
【2025-12-09】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2375><s_b_6426><s_c_358>
|
|||
|
|
【2025-12-11】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_7403><s_b_4995><s_c_3038>
|
|||
|
|
【2025-12-14】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_6488><s_b_7216><s_c_4809>
|
|||
|
|
【2025-12-16】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2985><s_b_5717><s_c_654>
|
|||
|
|
【2025-12-19】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_370><s_b_4782><s_c_288>
|
|||
|
|
【2025-12-23】
|
|||
|
|
11:21 [广告-深度转化] <|ad_begin|><s_a_2832><s_b_7946><s_c_4508>
|
|||
|
|
12:21 [广告-深度转化] <|ad_begin|><s_a_5863><s_b_6234><s_c_1000>
|
|||
|
|
【2025-12-24】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_7342><s_c_2513>
|
|||
|
|
00:12 [广告-深度转化] <|ad_begin|><s_a_7468><s_b_6234><s_c_6707>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_724><s_b_6695><s_c_1042>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1722><s_b_3785><s_c_7144>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_676><s_b_5398><s_c_7791>
|
|||
|
|
11:07 [广告-深度转化] <|ad_begin|><s_a_2111><s_b_3185><s_c_5851>
|
|||
|
|
21:00 [广告-深度转化] <|ad_begin|><s_a_3082><s_b_6234><s_c_1616>
|
|||
|
|
22:19 [广告-深度转化] <|ad_begin|><s_a_3082><s_b_6234><s_c_1616>
|
|||
|
|
【2025-12-25】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_370><s_b_4782><s_c_288>
|
|||
|
|
14:02 [广告-深度转化] <|ad_begin|><s_a_3308><s_b_6234><s_c_3659>
|
|||
|
|
【2025-12-26】
|
|||
|
|
11:09 [广告-深度转化] <|ad_begin|><s_a_1393><s_b_3665><s_c_7395>
|
|||
|
|
13:06 [广告-深度转化] <|ad_begin|><s_a_2832><s_b_7608><s_c_2403>
|
|||
|
|
22:19 [广告-深度转化] <|ad_begin|><s_a_3349><s_b_6234><s_c_1884>
|
|||
|
|
【2025-12-27】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_676><s_b_5398><s_c_7791>
|
|||
|
|
【2025-12-28】
|
|||
|
|
00:30 [广告-深度转化] <|ad_begin|><s_a_3578><s_b_6234><s_c_286>
|
|||
|
|
20:02 [广告-深度转化] <|ad_begin|><s_a_5273><s_b_6234><s_c_2482>
|
|||
|
|
【2025-12-29】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_676><s_b_5398><s_c_7791>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_3882><s_b_2966><s_c_802>
|
|||
|
|
【2025-12-30】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_8090><s_b_6307><s_c_2004>
|
|||
|
|
14:55 [广告-深度转化] <|ad_begin|><s_a_5673><s_b_6234><s_c_1659>
|
|||
|
|
17:23 [广告-深度转化] <|ad_begin|><s_a_4646><s_b_3698><s_c_7609>
|
|||
|
|
【2025-12-31】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_3882><s_b_2498><s_c_136>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_3882><s_b_5588><s_c_1014>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_676><s_b_5398><s_c_7791>
|
|||
|
|
10:28 [广告-深度转化] <|ad_begin|><s_a_5273><s_b_6234><s_c_7874>
|
|||
|
|
13:25 [广告-深度转化] <|ad_begin|><s_a_1608><s_b_7344><s_c_3475>
|
|||
|
|
22:48 [广告-深度转化] <|ad_begin|><s_a_497><s_b_6234><s_c_2783>
|
|||
|
|
【2026-01-01】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1436><s_b_379><s_c_6423>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1436><s_b_379><s_c_6423>
|
|||
|
|
09:57 [广告-深度转化] <|ad_begin|><s_a_7097><s_b_6234><s_c_6616>
|
|||
|
|
20:57 [广告-点击] <|ad_begin|><s_a_3091><s_b_1715><s_c_2482>
|
|||
|
|
21:02 [广告-点击] <|ad_begin|><s_a_6417><s_b_5511><s_c_2360>
|
|||
|
|
【2026-01-02】
|
|||
|
|
07:41 [广告-深度转化] <|ad_begin|><s_a_6766><s_b_5399><s_c_5776>
|
|||
|
|
07:41 [广告-点击] <|ad_begin|><s_a_6766><s_b_5399><s_c_5776>
|
|||
|
|
08:02 [广告-深度转化] <|ad_begin|><s_a_6766><s_b_3589><s_c_5359>
|
|||
|
|
08:02 [广告-点击] <|ad_begin|><s_a_6766><s_b_3589><s_c_5359>
|
|||
|
|
11:45 [广告-点击] <|ad_begin|><s_a_7213><s_b_6234><s_c_907>
|
|||
|
|
14:26 [广告-深度转化] <|ad_begin|><s_a_3082><s_b_3009><s_c_6390>
|
|||
|
|
14:26 [广告-点击] <|ad_begin|><s_a_3082><s_b_3009><s_c_6390>
|
|||
|
|
【2026-01-03】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_7272><s_c_5993>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_676><s_b_5398><s_c_7791>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1703><s_b_5571><s_c_3456>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_4435><s_b_4782><s_c_1553>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_1703><s_b_5571><s_c_3456>
|
|||
|
|
21:59 [广告-深度转化] <|ad_begin|><s_a_5863><s_b_6234><s_c_4829>
|
|||
|
|
21:59 [广告-点击] <|ad_begin|><s_a_5863><s_b_6234><s_c_4829>
|
|||
|
|
23:25 [广告-点击] <|ad_begin|><s_a_3578><s_b_6234><s_c_6057>
|
|||
|
|
【2026-01-04】
|
|||
|
|
21:29 [广告-深度转化] <|ad_begin|><s_a_5673><s_b_5511><s_c_5553>
|
|||
|
|
21:29 [广告-点击] <|ad_begin|><s_a_5673><s_b_5511><s_c_5553>
|
|||
|
|
【2026-01-05】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_697><s_c_4058>
|
|||
|
|
02:54 [广告-深度转化] <|ad_begin|><s_a_5863><s_b_6234><s_c_2912>
|
|||
|
|
02:54 [广告-点击] <|ad_begin|><s_a_5863><s_b_6234><s_c_2912>
|
|||
|
|
09:31 [广告-点击] <|ad_begin|><s_a_6766><s_b_1411><s_c_354>
|
|||
|
|
23:18 [广告-深度转化] <|ad_begin|><s_a_4815><s_b_3198><s_c_141>
|
|||
|
|
23:18 [广告-点击] <|ad_begin|><s_a_4815><s_b_3198><s_c_141>
|
|||
|
|
【2026-01-06】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2730><s_b_4764><s_c_7992>
|
|||
|
|
【2026-01-07】
|
|||
|
|
07:34 [广告-点击] <|ad_begin|><s_a_2111><s_b_6234><s_c_5061>
|
|||
|
|
21:30 [广告-点击] <|ad_begin|><s_a_923><s_b_6234><s_c_6994>
|
|||
|
|
【2026-01-08】
|
|||
|
|
23:48 [广告-深度转化] <|ad_begin|><s_a_6958><s_b_6234><s_c_2912>
|
|||
|
|
23:48 [广告-点击] <|ad_begin|><s_a_6958><s_b_6234><s_c_2912>
|
|||
|
|
【2026-01-09】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_6492><s_b_451><s_c_602>
|
|||
|
|
【2026-01-10】
|
|||
|
|
08:07 [广告-深度转化] <|ad_begin|><s_a_1393><s_b_5419><s_c_5563>
|
|||
|
|
08:07 [广告-点击] <|ad_begin|><s_a_1393><s_b_5419><s_c_5563>
|
|||
|
|
08:53 [广告-点击] <|ad_begin|><s_a_1393><s_b_5419><s_c_5563>
|
|||
|
|
09:40 [广告-深度转化] <|ad_begin|><s_a_6275><s_b_5349><s_c_3501>
|
|||
|
|
09:40 [广告-点击] <|ad_begin|><s_a_6275><s_b_5349><s_c_3501>
|
|||
|
|
23:12 [广告-深度转化] <|ad_begin|><s_a_5673><s_b_6234><s_c_7323>
|
|||
|
|
23:12 [广告-点击] <|ad_begin|><s_a_5673><s_b_6234><s_c_7323>
|
|||
|
|
【2026-01-11】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1480><s_b_729><s_c_845>
|
|||
|
|
11:01 [广告-深度转化] <|ad_begin|><s_a_1393><s_b_6519><s_c_3014>
|
|||
|
|
11:01 [广告-点击] <|ad_begin|><s_a_1393><s_b_6519><s_c_3014>
|
|||
|
|
13:28 [广告-深度转化] <|ad_begin|><s_a_1274><s_b_6234><s_c_77>
|
|||
|
|
13:28 [广告-点击] <|ad_begin|><s_a_1274><s_b_6234><s_c_77>
|
|||
|
|
【2026-01-12】
|
|||
|
|
03:07 [广告-点击] <|ad_begin|><s_a_7989><s_b_1382><s_c_7750>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_826><s_b_5101><s_c_257>
|
|||
|
|
08:01 [广告-深度转化] <|ad_begin|><s_a_5998><s_b_3636><s_c_831>
|
|||
|
|
08:01 [广告-点击] <|ad_begin|><s_a_5998><s_b_3636><s_c_831>
|
|||
|
|
14:08 [广告-深度转化] <|ad_begin|><s_a_2832><s_b_2828><s_c_8051>
|
|||
|
|
14:08 [广告-点击] <|ad_begin|><s_a_2832><s_b_2828><s_c_8051>
|
|||
|
|
14:31 [广告-深度转化] <|ad_begin|><s_a_2111><s_b_6234><s_c_5349>
|
|||
|
|
14:31 [广告-点击] <|ad_begin|><s_a_2111><s_b_6234><s_c_5349>
|
|||
|
|
19:55 [广告-深度转化] <|ad_begin|><s_a_5273><s_b_6234><s_c_7638>
|
|||
|
|
19:55 [广告-点击] <|ad_begin|><s_a_5273><s_b_6234><s_c_7638>
|
|||
|
|
20:20 [广告-深度转化] <|ad_begin|><s_a_5863><s_b_6234><s_c_6879>
|
|||
|
|
20:20 [广告-点击] <|ad_begin|><s_a_5863><s_b_6234><s_c_6879>
|
|||
|
|
【2026-01-13】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4318><s_b_7342><s_c_1708>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_370><s_b_4782><s_c_288>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_370><s_b_4782><s_c_288>
|
|||
|
|
21:34 [广告-深度转化] <|ad_begin|><s_a_5863><s_b_6782><s_c_3026>
|
|||
|
|
21:34 [广告-点击] <|ad_begin|><s_a_5863><s_b_6782><s_c_3026>
|
|||
|
|
【2026-01-14】
|
|||
|
|
03:24 [广告-点击] <|ad_begin|><s_a_4071><s_b_5419><s_c_2416>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5116><s_b_2007><s_c_2154>
|
|||
|
|
【2026-01-15】
|
|||
|
|
13:55 [广告-点击] <|ad_begin|><s_a_6766><s_b_7261><s_c_5087>
|
|||
|
|
14:43 [广告-深度转化] <|ad_begin|><s_a_2111><s_b_5511><s_c_294>
|
|||
|
|
14:43 [广告-点击] <|ad_begin|><s_a_2111><s_b_5511><s_c_294>
|
|||
|
|
【2026-01-16】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_5667><s_b_8008><s_c_6278>
|
|||
|
|
23:10 [广告-深度转化] <|ad_begin|><s_a_3091><s_b_6234><s_c_6597>
|
|||
|
|
23:10 [广告-点击] <|ad_begin|><s_a_3091><s_b_6234><s_c_6597>
|
|||
|
|
【2026-01-18】
|
|||
|
|
22:22 [广告-深度转化] <|ad_begin|><s_a_4815><s_b_6234><s_c_7566>
|
|||
|
|
22:22 [广告-点击] <|ad_begin|><s_a_4815><s_b_6234><s_c_7566>
|
|||
|
|
22:38 [广告-深度转化] <|ad_begin|><s_a_4039><s_b_6234><s_c_2370>
|
|||
|
|
22:38 [广告-点击] <|ad_begin|><s_a_4039><s_b_6234><s_c_2370>
|
|||
|
|
【2026-01-19】
|
|||
|
|
--:-- [直播-关注] <|living_begin|><s_a_4372><s_b_7342><s_c_5222>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2630><s_b_6880><s_c_2004>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2630><s_b_6880><s_c_2004>
|
|||
|
|
21:12 [广告-点击] <|ad_begin|><s_a_6921><s_b_6234><s_c_5749>
|
|||
|
|
21:35 [广告-深度转化] <|ad_begin|><s_a_5273><s_b_6234><s_c_5087>
|
|||
|
|
21:35 [广告-点击] <|ad_begin|><s_a_5273><s_b_6234><s_c_5087>
|
|||
|
|
【2026-01-20】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_370><s_b_4782><s_c_288>
|
|||
|
|
12:52 [广告-深度转化] <|ad_begin|><s_a_491><s_b_6234><s_c_5349>
|
|||
|
|
12:52 [广告-点击] <|ad_begin|><s_a_491><s_b_6234><s_c_5349>
|
|||
|
|
14:33 [广告-深度转化] <|ad_begin|><s_a_5273><s_b_6234><s_c_8096>
|
|||
|
|
14:33 [广告-点击] <|ad_begin|><s_a_5273><s_b_6234><s_c_8096>
|
|||
|
|
【2026-01-21】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2630><s_b_6880><s_c_2004>
|
|||
|
|
22:15 [广告-深度转化] <|ad_begin|><s_a_2111><s_b_6234><s_c_7588>
|
|||
|
|
22:15 [广告-点击] <|ad_begin|><s_a_2111><s_b_6234><s_c_7588>
|
|||
|
|
【2026-01-22】
|
|||
|
|
00:34 [广告-深度转化] <|ad_begin|><s_a_2111><s_b_6234><s_c_7588>
|
|||
|
|
00:34 [广告-点击] <|ad_begin|><s_a_2111><s_b_6234><s_c_7588>
|
|||
|
|
09:37 [视频-浏览] <|video_begin|><s_a_194><s_b_8179><s_c_5851>
|
|||
|
|
09:57 [广告-深度转化] <|ad_begin|><s_a_3091><s_b_6234><s_c_4783>
|
|||
|
|
09:57 [广告-点击] <|ad_begin|><s_a_3091><s_b_6234><s_c_4783>
|
|||
|
|
11:49 [广告-点击] <|ad_begin|><s_a_5863><s_b_6436><s_c_1803>
|
|||
|
|
21:07 [广告-深度转化] <|ad_begin|><s_a_1474><s_b_7261><s_c_3026>
|
|||
|
|
21:07 [广告-点击] <|ad_begin|><s_a_1474><s_b_7261><s_c_3026>
|
|||
|
|
22:58 [广告-深度转化] <|ad_begin|><s_a_2111><s_b_404><s_c_3026>
|
|||
|
|
22:58 [广告-点击] <|ad_begin|><s_a_2111><s_b_404><s_c_3026>
|
|||
|
|
【2026-01-23】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2950><s_b_6878><s_c_3571>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_2630><s_b_6880><s_c_2004>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_2950><s_b_6878><s_c_3571>
|
|||
|
|
23:25 [广告-深度转化] <|ad_begin|><s_a_923><s_b_1141><s_c_7934>
|
|||
|
|
23:25 [广告-点击] <|ad_begin|><s_a_923><s_b_1141><s_c_7934>
|
|||
|
|
【2026-01-24】
|
|||
|
|
03:57 [广告-深度转化] <|ad_begin|><s_a_1708><s_b_6234><s_c_2568>
|
|||
|
|
03:57 [广告-点击] <|ad_begin|><s_a_1708><s_b_6234><s_c_2568>
|
|||
|
|
【2026-01-25】
|
|||
|
|
23:59 [广告-深度转化] <|ad_begin|><s_a_5673><s_b_6234><s_c_3475>
|
|||
|
|
23:59 [广告-点击] <|ad_begin|><s_a_5673><s_b_6234><s_c_3475>
|
|||
|
|
【2026-01-27】
|
|||
|
|
07:55 [视频-长播] <|video_begin|><s_a_7879><s_b_4330><s_c_3367>
|
|||
|
|
07:55 [视频-长播] <|video_begin|><s_a_3082><s_b_7762><s_c_7548>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_325><s_b_483><s_c_5>
|
|||
|
|
07:58 [视频-长播] <|video_begin|><s_a_350><s_b_915><s_c_1708>
|
|||
|
|
07:58 [视频-长播] <|video_begin|><s_a_5254><s_b_6442><s_c_6067>
|
|||
|
|
07:58 [视频-长播] <|video_begin|><s_a_1813><s_b_7776><s_c_2264>
|
|||
|
|
22:55 [广告-深度转化] <|ad_begin|><s_a_1274><s_b_5511><s_c_6767>
|
|||
|
|
22:55 [广告-点击] <|ad_begin|><s_a_1274><s_b_5511><s_c_6767>
|
|||
|
|
【2026-01-28】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1480><s_b_4062><s_c_4822>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_8099><s_b_3894><s_c_7266>
|
|||
|
|
--:-- [商品-购买] <|prod_begin|><s_a_8099><s_b_3894><s_c_7266>
|
|||
|
|
21:13 [视频-长播] <|video_begin|><s_a_7266><s_b_1435><s_c_7215>
|
|||
|
|
21:13 [视频-长播] <|video_begin|><s_a_5220><s_b_4838><s_c_701>
|
|||
|
|
21:13 [视频-长播] <|video_begin|><s_a_5476><s_b_4010><s_c_3026>
|
|||
|
|
【2026-01-29】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_6821><s_b_1002><s_c_3187>
|
|||
|
|
08:05 [视频-长播] <|video_begin|><s_a_6987><s_b_4305><s_c_5843>
|
|||
|
|
08:05 [视频-长播] <|video_begin|><s_a_350><s_b_4838><s_c_6856>
|
|||
|
|
08:05 [视频-长播] <|video_begin|><s_a_3396><s_b_5176><s_c_5768>
|
|||
|
|
08:18 [广告-深度转化] <|ad_begin|><s_a_1721><s_b_6234><s_c_2561>
|
|||
|
|
08:18 [广告-点击] <|ad_begin|><s_a_1721><s_b_6234><s_c_2561>
|
|||
|
|
21:03 [视频-长播] <|video_begin|><s_a_2107><s_b_6170><s_c_2995>
|
|||
|
|
21:03 [视频-长播] <|video_begin|><s_a_5818><s_b_946><s_c_853>
|
|||
|
|
21:18 [广告-深度转化] <|ad_begin|><s_a_5863><s_b_6234><s_c_3108>
|
|||
|
|
21:18 [广告-点击] <|ad_begin|><s_a_5863><s_b_6234><s_c_3108>
|
|||
|
|
22:26 [视频-长播] <|video_begin|><s_a_1336><s_b_5597><s_c_3659>
|
|||
|
|
22:43 [广告-深度转化] <|ad_begin|><s_a_7097><s_b_5349><s_c_2814>
|
|||
|
|
22:43 [广告-点击] <|ad_begin|><s_a_7097><s_b_5349><s_c_2814>
|
|||
|
|
【2026-01-30】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_5124><s_b_1043><s_c_1156>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_1748><s_b_5487><s_c_4393>
|
|||
|
|
15:09 [广告-深度转化] <|ad_begin|><s_a_5863><s_b_6234><s_c_8096>
|
|||
|
|
15:09 [广告-点击] <|ad_begin|><s_a_5863><s_b_6234><s_c_8096>
|
|||
|
|
21:56 [视频-长播] <|video_begin|><s_a_2125><s_b_2310><s_c_3995>
|
|||
|
|
21:56 [视频-长播] <|video_begin|><s_a_3082><s_b_1206><s_c_3026>
|
|||
|
|
21:56 [视频-长播] <|video_begin|><s_a_2551><s_b_689><s_c_3026>
|
|||
|
|
21:59 [广告-点击] <|ad_begin|><s_a_4815><s_b_6234><s_c_5315>
|
|||
|
|
22:07 [视频-长播] <|video_begin|><s_a_7879><s_b_5668><s_c_2568>
|
|||
|
|
22:12 [视频-长播] <|video_begin|><s_a_3082><s_b_2828><s_c_6390>
|
|||
|
|
22:14 [视频-长播] <|video_begin|><s_a_4646><s_b_2737><s_c_5901>
|
|||
|
|
22:14 [视频-长播] <|video_begin|><s_a_3373><s_b_7665><s_c_3767>
|
|||
|
|
22:20 [视频-长播] <|video_begin|><s_a_6401><s_b_5511><s_c_4467>
|
|||
|
|
【2026-01-31】
|
|||
|
|
22:05 [视频-长播] <|video_begin|><s_a_6388><s_b_7589><s_c_5563>
|
|||
|
|
22:05 [视频-长播] <|video_begin|><s_a_1003><s_b_3006><s_c_5362>
|
|||
|
|
23:11 [广告-深度转化] <|ad_begin|><s_a_6956><s_b_4203><s_c_6390>
|
|||
|
|
23:11 [广告-点击] <|ad_begin|><s_a_6956><s_b_4203><s_c_6390>
|
|||
|
|
【2026-02-01】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_8090><s_b_7052><s_c_3824>
|
|||
|
|
08:27 [视频-长播] <|video_begin|><s_a_350><s_b_6726><s_c_426>
|
|||
|
|
08:27 [视频-长播] <|video_begin|><s_a_4843><s_b_3006><s_c_814>
|
|||
|
|
08:37 [广告-深度转化] <|ad_begin|><s_a_4403><s_b_4033><s_c_5749>
|
|||
|
|
08:37 [广告-点击] <|ad_begin|><s_a_4403><s_b_4033><s_c_5749>
|
|||
|
|
12:27 [广告-深度转化] <|ad_begin|><s_a_5273><s_b_3302><s_c_2460>
|
|||
|
|
12:27 [广告-点击] <|ad_begin|><s_a_5273><s_b_3302><s_c_2460>
|
|||
|
|
20:54 [视频-长播] <|video_begin|><s_a_1336><s_b_6234><s_c_5352>
|
|||
|
|
20:57 [视频-长播] <|video_begin|><s_a_2954><s_b_1310><s_c_457>
|
|||
|
|
21:10 [视频-长播] <|video_begin|><s_a_7176><s_b_1994><s_c_3171>
|
|||
|
|
21:10 [视频-长播] <|video_begin|><s_a_8166><s_b_757><s_c_7797>
|
|||
|
|
21:13 [视频-长播] <|video_begin|><s_a_4392><s_b_581><s_c_6122>
|
|||
|
|
21:20 [视频-长播] <|video_begin|><s_a_5134><s_b_4305><s_c_6513>
|
|||
|
|
【2026-02-02】
|
|||
|
|
00:48 [视频-长播] <|video_begin|><s_a_4036><s_b_7181><s_c_6050>
|
|||
|
|
00:48 [视频-长播] <|video_begin|><s_a_7562><s_b_697><s_c_6614>
|
|||
|
|
00:48 [视频-长播] <|video_begin|><s_a_1106><s_b_1292><s_c_5059>
|
|||
|
|
07:43 [广告-点击] <|ad_begin|><s_a_1274><s_b_6234><s_c_1000>
|
|||
|
|
20:56 [广告-深度转化] <|ad_begin|><s_a_4064><s_b_6234><s_c_877>
|
|||
|
|
20:56 [广告-点击] <|ad_begin|><s_a_4064><s_b_6234><s_c_877>
|
|||
|
|
23:07 [视频-长播] <|video_begin|><s_a_335><s_b_697><s_c_628>
|
|||
|
|
23:07 [视频-关注/长播] <|video_begin|><s_a_4041><s_b_7483><s_c_7387>
|
|||
|
|
23:09 [广告-点击] <|ad_begin|><s_a_5863><s_b_6244><s_c_2263>
|
|||
|
|
23:20 [广告-深度转化] <|ad_begin|><s_a_5863><s_b_6234><s_c_1118>
|
|||
|
|
23:20 [广告-点击] <|ad_begin|><s_a_5863><s_b_6234><s_c_1118>
|
|||
|
|
【2026-02-03】
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_826><s_b_6092><s_c_4303>
|
|||
|
|
10:27 [视频-长播] <|video_begin|><s_a_1651><s_b_985><s_c_2264>
|
|||
|
|
10:27 [视频-长播] <|video_begin|><s_a_2411><s_b_7180><s_c_6674>
|
|||
|
|
10:50 [视频-长播] <|video_begin|><s_a_4615><s_b_4305><s_c_7979>
|
|||
|
|
12:11 [广告-深度转化] <|ad_begin|><s_a_3069><s_b_6234><s_c_4923>
|
|||
|
|
12:11 [广告-点击] <|ad_begin|><s_a_3069><s_b_6234><s_c_4923>
|
|||
|
|
13:09 [视频-长播] <|video_begin|><s_a_6154><s_b_6234><s_c_1306>
|
|||
|
|
13:09 [视频-收藏/长播] <|video_begin|><s_a_6388><s_b_1113><s_c_3014>
|
|||
|
|
13:36 [广告-深度转化] <|ad_begin|><s_a_4815><s_b_689><s_c_7003>
|
|||
|
|
13:36 [广告-点击] <|ad_begin|><s_a_4815><s_b_689><s_c_7003>
|
|||
|
|
22:00 [广告-深度转化] <|ad_begin|><s_a_7879><s_b_6234><s_c_1093>
|
|||
|
|
22:00 [广告-点击] <|ad_begin|><s_a_7879><s_b_6234><s_c_1093>
|
|||
|
|
【2026-02-04】
|
|||
|
|
07:09 [广告-点击] <|ad_begin|><s_a_1274><s_b_6386><s_c_3475>
|
|||
|
|
07:15 [广告-深度转化] <|ad_begin|><s_a_1274><s_b_3916><s_c_6822>
|
|||
|
|
07:15 [广告-点击] <|ad_begin|><s_a_1274><s_b_3916><s_c_6822>
|
|||
|
|
07:33 [视频-长播] <|video_begin|><s_a_3513><s_b_5588><s_c_6831>
|
|||
|
|
07:43 [广告-深度转化] <|ad_begin|><s_a_2832><s_b_1435><s_c_1659>
|
|||
|
|
07:43 [广告-点击] <|ad_begin|><s_a_2832><s_b_1435><s_c_1659>
|
|||
|
|
21:12 [广告-深度转化] <|ad_begin|><s_a_3091><s_b_6234><s_c_2699>
|
|||
|
|
21:12 [广告-点击] <|ad_begin|><s_a_3091><s_b_6234><s_c_2699>
|
|||
|
|
【2026-02-05】
|
|||
|
|
00:07 [广告-深度转化] <|ad_begin|><s_a_3091><s_b_7214><s_c_3659>
|
|||
|
|
00:07 [广告-点击] <|ad_begin|><s_a_3091><s_b_7214><s_c_3659>
|
|||
|
|
00:42 [视频-长播] <|video_begin|><s_a_5058><s_b_697><s_c_359>
|
|||
|
|
00:45 [视频-长播] <|video_begin|><s_a_335><s_b_5027><s_c_6614>
|
|||
|
|
00:45 [视频-长播] <|video_begin|><s_a_5988><s_b_4958><s_c_4092>
|
|||
|
|
00:46 [视频-长播] <|video_begin|><s_a_1336><s_b_7670><s_c_8085>
|
|||
|
|
00:48 [视频-长播] <|video_begin|><s_a_335><s_b_5685><s_c_4126>
|
|||
|
|
00:48 [视频-长播] <|video_begin|><s_a_410><s_b_8072><s_c_6416>
|
|||
|
|
00:48 [视频-长播] <|video_begin|><s_a_3115><s_b_7684><s_c_5498>
|
|||
|
|
00:54 [视频-长播] <|video_begin|><s_a_335><s_b_697><s_c_6614>
|
|||
|
|
01:00 [广告-深度转化] <|ad_begin|><s_a_6302><s_b_3727><s_c_6153>
|
|||
|
|
01:00 [广告-点击] <|ad_begin|><s_a_6302><s_b_3727><s_c_6153>
|
|||
|
|
07:05 [视频-长播] <|video_begin|><s_a_3346><s_b_3815><s_c_2264>
|
|||
|
|
07:11 [广告-点击] <|ad_begin|><s_a_1608><s_b_1445><s_c_3363>
|
|||
|
|
--:-- [商品-点击] <|prod_begin|><s_a_6693><s_b_6065><s_c_6816>
|
|||
|
|
|
|||
|
|
角色任务：你将作为一个极端严苛的用户行为数据挖掘专家和数据格式化专家，依据以上用户交互历史，围绕目标主题，精确提取出所有相关的历史交互信息。
|
|||
|
|
|
|||
|
|
主题：从被动接收到主动决策的二手车置换意图演化
|
|||
|
|
|
|||
|
|
输出格式要求：请务必仅返回一个包含 SID 的 JSON 数组，不要附带任何额外的文字解释或冗余内容。
|
|||
|
|
|
|||
|
|
强约束：最终答案必须是一个可被 json.loads 解析的 JSON，不能包含 Markdown、解释、重复键或 JSON 外额外字符。/no_think<|im_end|>
|
|||
|
|
<|im_start|>assistant
|
|||
|
|
<think>
|
|||
|
|
</think>
|
|||
|
|
["<|ad_begin|><s_a_6766><s_b_3589><s_c_5359>","<|video_begin|><s_a_2107><s_b_6170><s_c_2995>","<|living_begin|><s_a_4372><s_b_8008><s_c_5036>"]<|im_end|>
|
|||
|
|
<|im_start|>user
|
|||
|
|
这家餐厅的菜单结构混乱，请重新设计一份菜单，将菜品按"主食"、"小吃"、"饮品"分类，并标注热量信息。/think<|im_end|>
|
|||
|
|
<|im_start|>assistant
|
|||
|
|
<think>
|
|||
|
|
嗯，用户提到这家餐厅的菜单结构混乱，需要重新设计。看来用户可能是餐厅管理者或负责菜单优化的人员，希望提升顾客的点餐体验和健康信息的透明度。
|
|||
|
|
|
|||
|
|
用户明确要求按“主食”、“小吃”、“饮品”分类，并标注热量信息。这三点是核心需求，但可能还有其他隐含需求，比如希望菜单看起来更专业、更吸引人，或者符合健康饮食趋势。用户可能还希望菜单设计能促进高利润菜品的销售，不过这一点没有明说，暂时不作为主要考虑。
|
|||
|
|
|
|||
|
|
先从分类入手。“主食”应该包括米饭、面条、包子等能作为一餐核心的菜品；“小吃”则是供分享或搭配的小份菜品；“饮品”自然包括所有饮料。热量标注需要准确，最好能提供大致的范围，因为实际热量可能因食材批次或烹饪方式略有差异。
|
|||
|
|
|
|||
|
|
用户没有提供具体菜品，所以需要假设一些常见菜品来举例。比如主食可以有米饭、炒面、汉堡；小吃可以有炸鸡翅、沙拉；饮品有可乐、果汁。这样能展示分类逻辑和热量标注格式。
|
|||
|
|
|
|||
|
|
另外，菜单的视觉呈现也很重要。用户可能希望新菜单不仅分类清晰，还要美观易读。可以考虑添加简短描述、图标或分栏设计，但用户没有明确要求，所以先聚焦在基础结构上。
|
|||
|
|
|
|||
|
|
最后，提醒用户根据实际菜品调整，并建议核对热量数据的准确性，因为热量计算可能需要专业工具或营养师协助。这样既能满足用户需求，又能避免给出错误信息。
|
|||
|
|
</think>
|
|||
|
|
根据您的要求，现设计一份结构清晰、分类明确并标注热量的菜单模板如下。您可根据餐厅实际菜品进行替换与调整：
|
|||
|
|
|
|||
|
|
---
|
|||
|
|
|
|||
|
|
### **【餐厅名称】焕新菜单**
|
|||
|
|
#### （所有热量均为估算值，实际可能因食材、份量略有浮动）
|
|||
|
|
|
|||
|
|
---
|
|||
|
|
|
|||
|
|
### **🍚 主食 | MAIN COURSES**
|
|||
|
|
*以谷物、面点或主菜为核心的一餐选择*
|
|||
|
|
1. **招牌牛肉炒饭**
|
|||
|
|
热量：约 650 kcal
|
|||
|
|
*（米饭、牛肉粒、鸡蛋、胡萝卜、青豆）*
|
|||
|
|
|
|||
|
|
2. **香辣鸡腿堡套餐**
|
|||
|
|
热量：约 720 kcal
|
|||
|
|
*（汉堡包、炸鸡腿、生菜、番茄、薯条150g）*
|
|||
|
|
|
|||
|
|
3. **日式照烧鸡排饭**
|
|||
|
|
热量：约 580 kcal
|
|||
|
|
*（鸡排、米饭、西兰花、照烧汁）*
|
|||
|
|
|
|||
|
|
4. **素菜荞麦面（冷/热）**
|
|||
|
|
热量：约 420 kcal
|
|||
|
|
*（荞麦面、黄瓜丝、豆芽、芝麻酱/味噌汤）*
|
|||
|
|
|
|||
|
|
---
|
|||
|
|
|
|||
|
|
### **🍢 小吃 | SNACKS & APPETIZERS**
|
|||
|
|
*适合分享或搭配的小份菜品*
|
|||
|
|
1. **酥炸黄金鸡翅（6块）**
|
|||
|
|
热量：约 320 kcal
|
|||
|
|
*（配蜂蜜芥末酱）*
|
|||
|
|
|
|||
|
|
2. **凯撒沙拉（小份）**
|
|||
|
|
热量：约 280 kcal
|
|||
|
|
*（罗马生菜、面包丁、帕玛森奶酪、凯撒酱）*
|
|||
|
|
|
|||
|
|
3. **蒜香橄榄油烤蔬菜串**
|
|||
|
|
热量：约 180 kcal
|
|||
|
|
*（彩椒、蘑菇、小番茄）*
|
|||
|
|
|
|||
|
|
4. **手工芝士春卷（3个）**
|
|||
|
|
热量：约 210 kcal
|
|||
|
|
*（马苏里拉芝士、韭菜）*
|
|||
|
|
|
|||
|
|
---
|
|||
|
|
|
|||
|
|
### **🥤 饮品 | BEVERAGES**
|
|||
|
|
*解渴、佐餐或提神之选*
|
|||
|
|
1. **鲜榨西瓜汁（500ml）**
|
|||
|
|
热量：约 160 kcal
|
|||
|
|
*（无添加糖）*
|
|||
|
|
|
|||
|
|
2. **冰摇茉莉蜜茶（700ml）**
|
|||
|
|
热量：约 210 kcal
|
|||
|
|
*（含糖，可调整甜度）*
|
|||
|
|
|
|||
|
|
3. **美式咖啡（热/冰）**
|
|||
|
|
热量：约 5 kcal
|
|||
|
|
*（黑咖啡，可选脱脂奶/燕麦奶）*
|
|||
|
|
|
|||
|
|
4. **经典珍珠奶茶（中杯）**
|
|||
|
|
热量：约 380 kcal
|
|||
|
|
*（含糖，可选无糖、少糖）*
|
|||
|
|
|
|||
|
|
---
|
|||
|
|
|
|||
|
|
### ✨ **菜单设计说明**
|
|||
|
|
1. **分类逻辑**
|
|||
|
|
- **主食**：提供饱腹感的主菜组合，适合作为一餐核心。
|
|||
|
|
- **小吃**：分量较小，可单点或搭配主食，满足多样化需求。
|
|||
|
|
- **饮品**：独立成类，方便顾客快速浏览。
|
|||
|
|
|
|||
|
|
2. **热量标注建议**
|
|||
|
|
- 若菜品有不同规格（如大/小份），需分别标注。
|
|||
|
|
- 酱料、可选配料的热量建议单独备注（如“沙拉酱另计约100kcal”）。
|
|||
|
|
|
|||
|
|
3. **延伸优化方向**
|
|||
|
|
- 增加 **“低卡推荐”** 图标（如热量＜300 kcal的菜品）。
|
|||
|
|
- 可增设 **“套餐组合”** 栏，如“主食+饮品+小吃套餐立减X元”。
|
|||
|
|
- 提供 **过敏原/素食标识**（如含麸质、坚果、纯素等）。
|
|||
|
|
|
|||
|
|
---
|
|||
|
|
|
|||
|
|
### 📌 **给餐厅的行动建议**
|
|||
|
|
1. 核对菜品实际热量（建议使用营养计算软件或咨询专业营养师）。
|
|||
|
|
2. 结合菜品毛利率，在排版上可微调位置（如高利润菜品置顶）。
|
|||
|
|
3. 菜单材质建议选用易擦写材质，方便后续季节性更新。
|
|||
|
|
|
|||
|
|
如果需要，我可进一步为您设计视觉排版（如分栏布局、图标风格），或针对特定菜系（如中餐、西餐）定制模板。<|im_end|>
|
|||
|
|
<|endoftext|><|endoftext|><|endoftext|><|endoftext|><|endoftext|><|endoftext|><|endoftext|><|endoftext|><|endoftext|>
|
|||
|
|
label_ids:
|
|||
|
|
[-100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -1
|
|||
|
|
labels:
|
|||
|
|
{"logic_chain":{"name":"从泛化健康关注到特定保健品精准决策的演化","events":[{"date":"2025-06-19","action":"[直播-关注/首次打赏] <|living_begin|><s_a_2012><s_b_7342><s_c_2165>","logic":"问题触发：通过观看中医康养科普直播，产生了对“亚健康调理”和“生活养生”的初步认知和需求。"},{"date":"2026-01-06","action":"[商品-点击] <|prod_begin|><s_a_5848><s_b_1297><s_c_6712>","logic":"发散调研（维度一）：基于前期养生认知，开始主动调研具体保健品，关注点聚焦于“关节”方向的“氨糖软骨素”。"},{"date":"2026-01-06","action":"[商品-点击] <|prod_begin|><s_a_5848><s_b_3284><s_c_5725>","logic":"发散调研（维度二）：调研范围扩展至“抗疲劳”、“提神”方向的“马卡牡蛎肽”，与上一动作形成对比，显示用户在多个健康维度间进行探索和比较。"},{"date":"2026-01-06","action":"[商品-购买] <|prod_begin|><s_a_5848><s_b_1297><s_c_6712>","logic":"决策收敛：在对比了不同功效的保健品后，用户做出了具体购买决策，完成了从信息收集到行为转化的闭环，精准锁定了“关节舒缓”这一具体需求。"}]}}<|im_end|>
|
|||
|
|
<think>
|
|||
|
|
</think>
|
|||
|
|
["<|prod_begin|><s_a_5562><s_b_5233><s_c_3687>", "<|prod_begin|><s_a_2063><s_b_6454><s_c_5981>", "<|prod_begin|><s_a_6878><s_b_1505><s_c_7994>", "<|prod_begin|><s_a_1606><s_b_724><s_c_3011>", "<|prod_begin|><s_a_1606><s_b_7878><s_c_2204>", "<|prod_begin|><s_a_2063><s_b_724><s_c_5062>", "<|prod_begin|><s_a_2063><s_b_7878><s_c_7245>", "<|prod_begin|><s_a_6878><s_b_5565><s_c_597>", "<|prod_begin|><s_a_2063><s_b_5492><s_c_1112>", "<|prod_begin|><s_a_1804><s_b_4516><s_c_1015>", "<|prod_begin|><s_a_1804><s_b_63><s_c_6597>", "<|prod_begin|><s_a_1804><s_b_6599><s_c_112>", "<|prod_begin|><s_a_1804><s_b_4613><s_c_199>", "<|prod_begin|><s_a_1804><s_b_1804><s_c_4079>", "<|prod_begin|><s_a_1804><s_b_5194><s_c_3668>", "<|ad_begin|><s_a_1351><s_b_2826><s_c_7517>", "<|ad_begin|><s_a_1351><s_b_4134><s_c_7718>", "<|ad_begin|><s_a_1351><s_b_2485><s_c_1572>", "<|video_begin|><s_a_4284><s_b_4733><s_c_5965>", "<|video_begin|><s_a_8113><s_b_6924><s_c_853>", "<|video_begin|><s_a_5614><s_b_4223><s_c_3309>"]<|im_end|>
|
|||
|
|
<think>
|
|||
|
|
</think>
|
|||
|
|
["<|prod_begin|><s_a_6091><s_b_3297><s_c_4244>", "<|prod_begin|><s_a_6488><s_b_5322><s_c_5829>", "<|prod_begin|><s_a_7135><s_b_5449><s_c_7638>", "<|prod_begin|><s_a_6488><s_b_2826><s_c_8045>", "<|prod_begin|><s_a_1304><s_b_2450><s_c_3510>"]<|im_end|>
|
|||
|
|
<think>
|
|||
|
|
</think>
|
|||
|
|
["<|ad_begin|><s_a_6766><s_b_3589><s_c_5359>","<|video_begin|><s_a_2107><s_b_6170><s_c_2995>","<|living_begin|><s_a_4372><s_b_8008><s_c_5036>"]<|im_end|>
|
|||
|
|
<think>
|
|||
|
|
嗯，用户提到这家餐厅的菜单结构混乱，需要重新设计。看来用户可能是餐厅管理者或负责菜单优化的人员，希望提升顾客的点餐体验和健康信息的透明度。
|
|||
|
|
|
|||
|
|
用户明确要求按“主食”、“小吃”、“饮品”分类，并标注热量信息。这三点是核心需求，但可能还有其他隐含需求，比如希望菜单看起来更专业、更吸引人，或者符合健康饮食趋势。用户可能还希望菜单设计能促进高利润菜品的销售，不过这一点没有明说，暂时不作为主要考虑。
|
|||
|
|
|
|||
|
|
先从分类入手。“主食”应该包括米饭、面条、包子等能作为一餐核心的菜品；“小吃”则是供分享或搭配的小份菜品；“饮品”自然包括所有饮料。热量标注需要准确，最好能提供大致的范围，因为实际热量可能因食材批次或烹饪方式略有差异。
|
|||
|
|
|
|||
|
|
用户没有提供具体菜品，所以需要假设一些常见菜品来举例。比如主食可以有米饭、炒面、汉堡；小吃可以有炸鸡翅、沙拉；饮品有可乐、果汁。这样能展示分类逻辑和热量标注格式。
|
|||
|
|
|
|||
|
|
另外，菜单的视觉呈现也很重要。用户可能希望新菜单不仅分类清晰，还要美观易读。可以考虑添加简短描述、图标或分栏设计，但用户没有明确要求，所以先聚焦在基础结构上。
|
|||
|
|
|
|||
|
|
最后，提醒用户根据实际菜品调整，并建议核对热量数据的准确性，因为热量计算可能需要专业工具或营养师协助。这样既能满足用户需求，又能避免给出错误信息。
|
|||
|
|
</think>
|
|||
|
|
根据您的要求，现设计一份结构清晰、分类明确并标注热量的菜单模板如下。您可根据餐厅实际菜品进行替换与调整：
|
|||
|
|
|
|||
|
|
---
|
|||
|
|
|
|||
|
|
### **【餐厅名称】焕新菜单**
|
|||
|
|
#### （所有热量均为估算值，实际可能因食材、份量略有浮动）
|
|||
|
|
|
|||
|
|
---
|
|||
|
|
|
|||
|
|
### **🍚 主食 | MAIN COURSES**
|
|||
|
|
*以谷物、面点或主菜为核心的一餐选择*
|
|||
|
|
1. **招牌牛肉炒饭**
|
|||
|
|
热量：约 650 kcal
|
|||
|
|
*（米饭、牛肉粒、鸡蛋、胡萝卜、青豆）*
|
|||
|
|
|
|||
|
|
2. **香辣鸡腿堡套餐**
|
|||
|
|
热量：约 720 kcal
|
|||
|
|
*（汉堡包、炸鸡腿、生菜、番茄、薯条150g）*
|
|||
|
|
|
|||
|
|
3. **日式照烧鸡排饭**
|
|||
|
|
热量：约 580 kcal
|
|||
|
|
*（鸡排、米饭、西兰花、照烧汁）*
|
|||
|
|
|
|||
|
|
4. **素菜荞麦面（冷/热）**
|
|||
|
|
热量：约 420 kcal
|
|||
|
|
*（荞麦面、黄瓜丝、豆芽、芝麻酱/味噌汤）*
|
|||
|
|
|
|||
|
|
---
|
|||
|
|
|
|||
|
|
### **🍢 小吃 | SNACKS & APPETIZERS**
|
|||
|
|
*适合分享或搭配的小份菜品*
|
|||
|
|
1. **酥炸黄金鸡翅（6块）**
|
|||
|
|
热量：约 320 kcal
|
|||
|
|
*（配蜂蜜芥末酱）*
|
|||
|
|
|
|||
|
|
2. **凯撒沙拉（小份）**
|
|||
|
|
热量：约 280 kcal
|
|||
|
|
*（罗马生菜、面包丁、帕玛森奶酪、凯撒酱）*
|
|||
|
|
|
|||
|
|
3. **蒜香橄榄油烤蔬菜串**
|
|||
|
|
热量：约 180 kcal
|
|||
|
|
*（彩椒、蘑菇、小番茄）*
|
|||
|
|
|
|||
|
|
4. **手工芝士春卷（3个）**
|
|||
|
|
热量：约 210 kcal
|
|||
|
|
*（马苏里拉芝士、韭菜）*
|
|||
|
|
|
|||
|
|
---
|
|||
|
|
|
|||
|
|
### **🥤 饮品 | BEVERAGES**
|
|||
|
|
*解渴、佐餐或提神之选*
|
|||
|
|
1. **鲜榨西瓜汁（500ml）**
|
|||
|
|
热量：约 160 kcal
|
|||
|
|
*（无添加糖）*
|
|||
|
|
|
|||
|
|
2. **冰摇茉莉蜜茶（700ml）**
|
|||
|
|
热量：约 210 kcal
|
|||
|
|
*（含糖，可调整甜度）*
|
|||
|
|
|
|||
|
|
3. **美式咖啡（热/冰）**
|
|||
|
|
热量：约 5 kcal
|
|||
|
|
*（黑咖啡，可选脱脂奶/燕麦奶）*
|
|||
|
|
|
|||
|
|
4. **经典珍珠奶茶（中杯）**
|
|||
|
|
热量：约 380 kcal
|
|||
|
|
*（含糖，可选无糖、少糖）*
|
|||
|
|
|
|||
|
|
---
|
|||
|
|
|
|||
|
|
### ✨ **菜单设计说明**
|
|||
|
|
1. **分类逻辑**
|
|||
|
|
- **主食**：提供饱腹感的主菜组合，适合作为一餐核心。
|
|||
|
|
- **小吃**：分量较小，可单点或搭配主食，满足多样化需求。
|
|||
|
|
- **饮品**：独立成类，方便顾客快速浏览。
|
|||
|
|
|
|||
|
|
2. **热量标注建议**
|
|||
|
|
- 若菜品有不同规格（如大/小份），需分别标注。
|
|||
|
|
- 酱料、可选配料的热量建议单独备注（如“沙拉酱另计约100kcal”）。
|
|||
|
|
|
|||
|
|
3. **延伸优化方向**
|
|||
|
|
- 增加 **“低卡推荐”** 图标（如热量＜300 kcal的菜品）。
|
|||
|
|
- 可增设 **“套餐组合”** 栏，如“主食+饮品+小吃套餐立减X元”。
|
|||
|
|
- 提供 **过敏原/素食标识**（如含麸质、坚果、纯素等）。
|
|||
|
|
|
|||
|
|
---
|
|||
|
|
|
|||
|
|
### 📌 **给餐厅的行动建议**
|
|||
|
|
1. 核对菜品实际热量（建议使用营养计算软件或咨询专业营养师）。
|
|||
|
|
2. 结合菜品毛利率，在排版上可微调位置（如高利润菜品置顶）。
|
|||
|
|
3. 菜单材质建议选用易擦写材质，方便后续季节性更新。
|
|||
|
|
|
|||
|
|
如果需要，我可进一步为您设计视觉排版（如分栏布局、图标风格），或针对特定菜系（如中餐、西餐）定制模板。<|im_end|>
|
|||
|
|
|
|||
|
|
[INFO|configuration_utils.py:769] 2026-07-15 03:02:29,654 >> loading configuration file /home/ll/llm4rec/experiments/outputs/v29_v19_user_world_guard_lr8e7_ep018/config.json
|
|||
|
|
[INFO|configuration_utils.py:847] 2026-07-15 03:02:29,655 >> Model config Qwen3Config {
|
|||
|
|
"architectures": [
|
|||
|
|
"Qwen3ForCausalLM"
|
|||
|
|
],
|
|||
|
|
"attention_bias": false,
|
|||
|
|
"attention_dropout": 0.0,
|
|||
|
|
"bos_token_id": null,
|
|||
|
|
"dtype": "bfloat16",
|
|||
|
|
"eos_token_id": 151645,
|
|||
|
|
"head_dim": 128,
|
|||
|
|
"hidden_act": "silu",
|
|||
|
|
"hidden_size": 1024,
|
|||
|
|
"initializer_range": 0.02,
|
|||
|
|
"intermediate_size": 3072,
|
|||
|
|
"layer_types": [
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention",
|
|||
|
|
"full_attention"
|
|||
|
|
],
|
|||
|
|
"max_position_embeddings": 40960,
|
|||
|
|
"max_window_layers": 28,
|
|||
|
|
"model_type": "qwen3",
|
|||
|
|
"num_attention_heads": 16,
|
|||
|
|
"num_hidden_layers": 28,
|
|||
|
|
"num_key_value_heads": 8,
|
|||
|
|
"pad_token_id": 151643,
|
|||
|
|
"rms_norm_eps": 1e-06,
|
|||
|
|
"rope_parameters": {
|
|||
|
|
"rope_theta": 1000000,
|
|||
|
|
"rope_type": "default"
|
|||
|
|
},
|
|||
|
|
"sliding_window": null,
|
|||
|
|
"tie_word_embeddings": false,
|
|||
|
|
"transformers_version": "5.6.0",
|
|||
|
|
"use_cache": false,
|
|||
|
|
"use_sliding_window": false,
|
|||
|
|
"vocab_size": 176253
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
[INFO|2026-07-15 03:02:29] llamafactory.model.model_utils.kv_cache:144 >> KV cache is disabled during training.
|
|||
|
|
[INFO|2026-07-15 03:02:29] llamafactory.model.model_utils.liger_kernel:144 >> Liger kernel has been applied to the model.
|
|||
|
|
[INFO|modeling_utils.py:748] 2026-07-15 03:02:29,975 >> loading weights file /home/ll/llm4rec/experiments/outputs/v29_v19_user_world_guard_lr8e7_ep018/model.safetensors
|
|||
|
|
[INFO|modeling_utils.py:821] 2026-07-15 03:02:29,975 >> Will use dtype=torch.bfloat16 as defined in model's config object
|
|||
|
|
[INFO|configuration_utils.py:1027] 2026-07-15 03:02:30,117 >> Generate config GenerationConfig {
|
|||
|
|
"eos_token_id": 151645,
|
|||
|
|
"output_attentions": false,
|
|||
|
|
"output_hidden_states": false,
|
|||
|
|
"pad_token_id": 151643,
|
|||
|
|
"use_cache": false
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
Loading weights: 0%| | 0/311 [00:00<?, ?it/s]
Loading weights: 37%|███▋ | 116/311 [00:00<00:00, 1154.39it/s]
Loading weights: 100%|██████████| 311/311 [00:00<00:00, 2078.28it/s]
|
|||
|
|
[INFO|configuration_utils.py:978] 2026-07-15 03:02:30,410 >> loading configuration file /home/ll/llm4rec/experiments/outputs/v29_v19_user_world_guard_lr8e7_ep018/generation_config.json
|
|||
|
|
[INFO|configuration_utils.py:1027] 2026-07-15 03:02:30,410 >> Generate config GenerationConfig {
|
|||
|
|
"do_sample": true,
|
|||
|
|
"eos_token_id": [
|
|||
|
|
151645,
|
|||
|
|
151643
|
|||
|
|
],
|
|||
|
|
"pad_token_id": 151643,
|
|||
|
|
"temperature": 0.6,
|
|||
|
|
"top_k": 20,
|
|||
|
|
"top_p": 0.95
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
[INFO|dynamic_module_utils.py:406] 2026-07-15 03:02:30,410 >> Could not locate the custom_generate/generate.py inside /home/ll/llm4rec/experiments/outputs/v29_v19_user_world_guard_lr8e7_ep018.
|
|||
|
|
[INFO|2026-07-15 03:02:30] llamafactory.model.model_utils.checkpointing:144 >> Gradient checkpointing enabled.
|
|||
|
|
[INFO|2026-07-15 03:02:30] llamafactory.model.model_utils.attention:144 >> Using FlashAttention-2 for faster training and inference.
|
|||
|
|
[INFO|2026-07-15 03:02:30] llamafactory.model.adapter:144 >> Pure bf16 / BAdam detected, remaining trainable params in half precision.
|
|||
|
|
[INFO|2026-07-15 03:02:30] llamafactory.model.adapter:144 >> Fine-tuning method: Full
|
|||
|
|
[INFO|2026-07-15 03:02:30] llamafactory.model.loader:144 >> trainable params: 801,433,600 || all params: 801,433,600 || trainable%: 100.0000
|
|||
|
|
[INFO|trainer.py:1469] 2026-07-15 03:02:30,536 >> ***** Running training *****
|
|||
|
|
[INFO|trainer.py:1470] 2026-07-15 03:02:30,536 >> Num examples = 1,842
|
|||
|
|
[INFO|trainer.py:1471] 2026-07-15 03:02:30,536 >> Num Epochs = 1
|
|||
|
|
[INFO|trainer.py:1472] 2026-07-15 03:02:30,536 >> Num update steps per epoch = 461
|
|||
|
|
[INFO|trainer.py:1473] 2026-07-15 03:02:30,536 >> Instantaneous batch size per device = 1
|
|||
|
|
[INFO|trainer.py:1476] 2026-07-15 03:02:30,536 >> Total train batch size (w. parallel, distributed & accumulation) = 4
|
|||
|
|
[INFO|trainer.py:1477] 2026-07-15 03:02:30,536 >> Gradient Accumulation steps = 4
|
|||
|
|
[INFO|trainer.py:1478] 2026-07-15 03:02:30,536 >> Total optimization steps = 461
|
|||
|
|
[INFO|trainer.py:1479] 2026-07-15 03:02:30,537 >> Number of trainable parameters = 801,433,600
|
|||
|
|
0%| | 0/461 [00:00<?, ?it/s][WARNING|logging.py:340] 2026-07-15 03:02:30,816 >> `use_return_dict` is deprecated! Use `return_dict` instead!
|
|||
|
|
0%| | 1/461 [00:07<1:00:32, 7.90s/it]
0%| | 2/461 [00:15<57:49, 7.56s/it]
1%| | 3/461 [00:22<57:28, 7.53s/it]
1%| | 4/461 [00:30<56:56, 7.48s/it]
1%| | 5/461 [00:38<58:49, 7.74s/it]
1%|▏ | 6/461 [00:46<59:06, 7.80s/it]
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2%|▏ | 8/461 [01:01<58:17, 7.72s/it]
2%|▏ | 9/461 [01:09<57:55, 7.69s/it]
2%|▏ | 10/461 [01:17<59:06, 7.86s/it]
{'loss': '2.309', 'grad_norm': '5.062', 'learning_rate': '4.5e-07', 'epoch': '0.02172'}
|
|||
|
|
2%|▏ | 10/461 [01:17<59:06, 7.86s/it]
2%|▏ | 11/461 [01:24<58:19, 7.78s/it]
3%|▎ | 12/461 [01:33<59:26, 7.94s/it]
3%|▎ | 13/461 [01:41<59:28, 7.96s/it]
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3%|▎ | 15/461 [01:56<57:28, 7.73s/it]
3%|▎ | 16/461 [02:04<57:07, 7.70s/it]
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4%|▍ | 18/461 [02:19<56:48, 7.69s/it]
4%|▍ | 19/461 [02:28<59:05, 8.02s/it]
4%|▍ | 20/461 [02:36<58:29, 7.96s/it]
{'loss': '2.25', 'grad_norm': '9.688', 'learning_rate': '6.998e-07', 'epoch': '0.04343'}
|
|||
|
|
4%|▍ | 20/461 [02:36<58:29, 7.96s/it]
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5%|▍ | 22/461 [02:51<56:29, 7.72s/it]
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5%|▌ | 24/461 [03:06<56:48, 7.80s/it]
5%|▌ | 25/461 [03:14<55:39, 7.66s/it]
6%|▌ | 26/461 [03:21<55:01, 7.59s/it]
6%|▌ | 27/461 [03:29<54:52, 7.59s/it]
6%|▌ | 28/461 [03:36<54:07, 7.50s/it]
6%|▋ | 29/461 [03:43<53:48, 7.47s/it]
7%|▋ | 30/461 [03:52<55:11, 7.68s/it]
{'loss': '2.348', 'grad_norm': '7.906', 'learning_rate': '6.981e-07', 'epoch': '0.06515'}
|
|||
|
|
7%|▋ | 30/461 [03:52<55:11, 7.68s/it]
7%|▋ | 31/461 [03:59<54:26, 7.60s/it]
7%|▋ | 32/461 [04:07<55:30, 7.76s/it]
7%|▋ | 33/461 [04:15<56:13, 7.88s/it]
7%|▋ | 34/461 [04:23<56:17, 7.91s/it]
8%|▊ | 35/461 [04:31<55:17, 7.79s/it]
8%|▊ | 36/461 [04:37<51:56, 7.33s/it]
8%|▊ | 37/461 [04:46<54:29, 7.71s/it]
8%|▊ | 38/461 [04:54<55:43, 7.90s/it]
8%|▊ | 39/461 [05:02<55:09, 7.84s/it]
9%|▊ | 40/461 [05:10<54:59, 7.84s/it]
{'loss': '1.99', 'grad_norm': '5.344', 'learning_rate': '6.946e-07', 'epoch': '0.08686'}
|
|||
|
|
9%|▊ | 40/461 [05:10<54:59, 7.84s/it]
9%|▉ | 41/461 [05:17<53:44, 7.68s/it]
9%|▉ | 42/461 [05:24<52:00, 7.45s/it]
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10%|█ | 47/461 [06:02<50:42, 7.35s/it]
10%|█ | 48/461 [06:10<51:55, 7.54s/it]
11%|█ | 49/461 [06:17<52:35, 7.66s/it]
11%|█ | 50/461 [06:25<52:03, 7.60s/it]
{'loss': '2.356', 'grad_norm': '14.75', 'learning_rate': '6.895e-07', 'epoch': '0.1086'}
|
|||
|
|
11%|█ | 50/461 [06:25<52:03, 7.60s/it]
11%|█ | 51/461 [06:33<53:11, 7.78s/it]
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13%|█▎ | 60/461 [07:41<50:02, 7.49s/it]
{'loss': '2.276', 'grad_norm': '7.25', 'learning_rate': '6.826e-07', 'epoch': '0.1303'}
|
|||
|
|
13%|█▎ | 60/461 [07:41<50:02, 7.49s/it]
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15%|█▌ | 70/461 [09:01<52:21, 8.03s/it]
{'loss': '1.863', 'grad_norm': '7.938', 'learning_rate': '6.742e-07', 'epoch': '0.152'}
|
|||
|
|
15%|█▌ | 70/461 [09:01<52:21, 8.03s/it]
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17%|█▋ | 80/461 [10:21<51:25, 8.10s/it]
{'loss': '2.2', 'grad_norm': '13.12', 'learning_rate': '6.641e-07', 'epoch': '0.1737'}
|
|||
|
|
17%|█▋ | 80/461 [10:21<51:25, 8.10s/it]
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{'loss': '2.223', 'grad_norm': '13.75', 'learning_rate': '6.525e-07', 'epoch': '0.1954'}
|
|||
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|
20%|█▉ | 90/461 [11:39<47:07, 7.62s/it]
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{'loss': '2.208', 'grad_norm': '7.875', 'learning_rate': '6.394e-07', 'epoch': '0.2172'}
|
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{'loss': '2.268', 'grad_norm': '16.62', 'learning_rate': '6.248e-07', 'epoch': '0.2389'}
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{'loss': '2.073', 'grad_norm': '11.69', 'learning_rate': '6.089e-07', 'epoch': '0.2606'}
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{'loss': '2.04', 'grad_norm': '12.94', 'learning_rate': '5.918e-07', 'epoch': '0.2823'}
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{'loss': '2.073', 'grad_norm': '24.25', 'learning_rate': '5.539e-07', 'epoch': '0.3257'}
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{'loss': '2.135', 'grad_norm': '5.062', 'learning_rate': '5.335e-07', 'epoch': '0.3474'}
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{'loss': '2.003', 'grad_norm': '7.5', 'learning_rate': '5.121e-07', 'epoch': '0.3692'}
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{'loss': '2.214', 'grad_norm': '5.875', 'learning_rate': '4.899e-07', 'epoch': '0.3909'}
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{'loss': '2.083', 'grad_norm': '12.19', 'learning_rate': '4.67e-07', 'epoch': '0.4126'}
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{'loss': '2.305', 'grad_norm': '11.44', 'learning_rate': '4.436e-07', 'epoch': '0.4343'}
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{'loss': '2.2', 'grad_norm': '7.719', 'learning_rate': '4.196e-07', 'epoch': '0.456'}
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{'loss': '2.075', 'grad_norm': '9.812', 'learning_rate': '3.954e-07', 'epoch': '0.4777'}
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{'loss': '1.988', 'grad_norm': '8.625', 'learning_rate': '3.709e-07', 'epoch': '0.4995'}
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{'loss': '1.974', 'grad_norm': '17.12', 'learning_rate': '3.463e-07', 'epoch': '0.5212'}
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{'loss': '2.092', 'grad_norm': '5.906', 'learning_rate': '3.217e-07', 'epoch': '0.5429'}
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{'loss': '2.201', 'grad_norm': '21.62', 'learning_rate': '2.731e-07', 'epoch': '0.5863'}
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{'loss': '2.275', 'grad_norm': '13.81', 'learning_rate': '2.494e-07', 'epoch': '0.608'}
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{'loss': '2.194', 'grad_norm': '6.219', 'learning_rate': '2.034e-07', 'epoch': '0.6515'}
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{'loss': '2.111', 'grad_norm': '18.75', 'learning_rate': '1.814e-07', 'epoch': '0.6732'}
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{'loss': '1.992', 'grad_norm': '4', 'learning_rate': '1.401e-07', 'epoch': '0.7166'}
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{'loss': '2.259', 'grad_norm': '10.12', 'learning_rate': '1.21e-07', 'epoch': '0.7383'}
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{'loss': '2.053', 'grad_norm': '7.312', 'learning_rate': '3.271e-08', 'epoch': '0.8686'}
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{'loss': '2.227', 'grad_norm': '7.562', 'learning_rate': '1.514e-08', 'epoch': '0.9121'}
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{'loss': '2.009', 'grad_norm': '5.719', 'learning_rate': '8.814e-09', 'epoch': '0.9338'}
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{'loss': '2.153', 'grad_norm': '12.06', 'learning_rate': '1.244e-09', 'epoch': '0.9772'}
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100%|██████████| 461/461 [59:18<00:00, 6.56s/it][INFO|trainer.py:1823] 2026-07-15 04:01:49,207 >>
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Training completed. Do not forget to share your model on huggingface.co/models =)
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{'train_runtime': '3559', 'train_samples_per_second': '0.518', 'train_steps_per_second': '0.13', 'train_loss': '2.144', 'epoch': '1'}
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[INFO|trainer.py:3815] 2026-07-15 04:01:49,243 >> Saving model checkpoint to /home/ll/llm4rec/experiments/outputs/v38_v29_r3_aggressive_lr7e7_ep10
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[INFO|configuration_utils.py:533] 2026-07-15 04:01:49,244 >> Configuration saved in /home/ll/llm4rec/experiments/outputs/v38_v29_r3_aggressive_lr7e7_ep10/config.json
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[INFO|configuration_utils.py:816] 2026-07-15 04:01:49,244 >> Configuration saved in /home/ll/llm4rec/experiments/outputs/v38_v29_r3_aggressive_lr7e7_ep10/generation_config.json
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Writing model shards: 0%| | 0/1 [00:00<?, ?it/s]
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Writing model shards: 100%|██████████| 1/1 [00:00<00:00, 1.16it/s]
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[INFO|modeling_utils.py:3471] 2026-07-15 04:01:50,108 >> Model weights saved in /home/ll/llm4rec/experiments/outputs/v38_v29_r3_aggressive_lr7e7_ep10/model.safetensors
|
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[INFO|tokenization_utils_base.py:3278] 2026-07-15 04:01:50,223 >> chat template saved in /home/ll/llm4rec/experiments/outputs/v38_v29_r3_aggressive_lr7e7_ep10/chat_template.jinja
|
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[INFO|tokenization_utils_base.py:2111] 2026-07-15 04:01:50,245 >> tokenizer config file saved in /home/ll/llm4rec/experiments/outputs/v38_v29_r3_aggressive_lr7e7_ep10/tokenizer_config.json
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***** train metrics *****
|
|||
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|
epoch = 1.0
|
|||
|
|
total_flos = 204674959GF
|
|||
|
|
train_loss = 2.1436
|
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|
train_runtime = 0:59:18.70
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|||
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|
train_samples_per_second = 0.518
|
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|
train_steps_per_second = 0.13
|
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|
Figure saved at: /home/ll/llm4rec/experiments/outputs/v38_v29_r3_aggressive_lr7e7_ep10/training_loss.png
|
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[WARNING|2026-07-15 04:01:50] llamafactory.extras.ploting:149 >> No metric eval_loss to plot.
|
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[WARNING|2026-07-15 04:01:50] llamafactory.extras.ploting:149 >> No metric eval_accuracy to plot.
|
|||
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|
[INFO|modelcard.py:263] 2026-07-15 04:01:50,343 >> Dropping the following result as it does not have all the necessary fields:
|
|||
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|
{'task': {'name': 'Causal Language Modeling', 'type': 'text-generation'}}
|