[2026-07-15 03:02:00] stage 1/1: /home/ll/llm4rec/experiments/configs/v38_v29_r3_aggressive_lr7e7_ep10.yaml
/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.
  import pkg_resources
[transformers] warmup_ratio is deprecated and will be removed in v5.2. Use `warmup_steps` instead.
[transformers] `logging_dir` is deprecated and will be removed in v5.2. Please set `TENSORBOARD_LOGGING_DIR` instead.
[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
[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
[INFO|configuration_utils.py:847] 2026-07-15 03:02:03,669 >> 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|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
[INFO|configuration_utils.py:847] 2026-07-15 03:02:04,320 >> 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|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
[INFO|configuration_utils.py:847] 2026-07-15 03:02:04,320 >> 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 03:02:04] llamafactory.data.loader:144 >> Loading dataset /home/ll/llm4rec/experiments/data/v38_r3_aggressive.jsonl...
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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training example:
input_ids:
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70538, 90395, 111066, 108461, 27369, 1773, 14, 26865, 151645, 198, 151644, 77091, 198, 151667, 198, 106287, 3837, 20002, 104496, 101610, 104835, 9370, 112166, 100166, 107977, 3837, 85106, 70361, 70500, 1773, 102135, 20002, 104560, 104835, 110347, 57191, 100668, 112166, 103983, 9370, 99653, 3837, 99880, 100341, 104476, 9370, 27442, 99512, 101904, 33108, 99722, 27369, 9370, 105279, 26381, 3407, 20002, 100692, 101882, 59879, 2073, 35568, 99450, 854, 91956, 107600, 854, 91956, 113864, 854, 70538, 90395, 111066, 108461, 27369, 1773, 43288, 112055, 20412, 100185, 100354, 3837, 77288, 87267, 100626, 92894, 99707, 95312, 100354, 3837, 101912, 99880, 112166, 104544, 33126, 99878, 5373, 33126, 100765, 17340, 3837, 100631, 101137, 99722, 104579, 101226, 1773, 20002, 87267, 97706, 99880, 112166, 70500, 26232, 101902, 44636, 101205, 115915, 9370, 100352, 3837, 100632, 105064, 80443, 30858, 36587, 3837, 105253, 16530, 100622, 99558, 101118, 3407, 60726, 45181, 70538, 108174, 53647, 35568, 99450, 854, 99730, 100630, 115667, 5373, 116443, 5373, 112258, 49567, 26232, 100622, 14777, 99512, 100185, 9370, 115915, 24968, 2073, 107600, 854, 104428, 83744, 93149, 57191, 104402, 104006, 69442, 115915, 24968, 2073, 113864, 854, 99795, 100630, 55338, 106099, 1773, 108461, 111066, 85106, 102188, 3837, 101171, 26232, 99553, 108172, 9370, 101121, 3837, 99519, 99912, 108461, 87267, 62112, 107644, 108422, 57191, 111611, 75768, 112743, 102478, 3407, 20002, 80443, 99553, 100398, 115915, 3837, 99999, 85106, 108140, 101883, 101536, 115915, 36407, 114336, 1773, 101912, 35568, 99450, 73670, 18830, 115667, 5373, 101311, 27091, 5373, 117335, 24968, 107600, 73670, 18830, 100893, 100417, 103297, 5373, 99617, 72225, 24968, 113864, 18830, 30440, 99350, 5373, 116107, 1773, 99654, 26232, 101987, 70538, 104913, 33108, 108461, 111066, 68805, 3407, 101948, 3837, 112166, 9370, 104916, 104401, 104526, 99335, 1773, 20002, 87267, 99880, 16628, 112166, 99902, 70538, 104542, 3837, 104019, 107637, 86744, 57553, 1773, 73670, 101118, 42855, 98237, 99534, 53481, 5373, 117556, 57191, 17177, 100910, 70500, 3837, 77288, 20002, 80443, 100692, 101882, 3837, 99999, 60726, 104536, 18493, 99896, 100166, 17447, 3407, 100161, 3837, 104211, 20002, 100345, 99912, 115915, 101921, 90395, 101898, 71137, 32664, 108461, 20074, 9370, 111076, 3837, 99519, 108461, 100768, 87267, 85106, 99878, 102011, 57191, 102100, 99235, 105096, 1773, 99654, 111628, 101929, 20002, 100354, 3837, 107713, 101153, 107485, 32100, 27369, 8997, 151668, 198, 100345, 101214, 101882, 3837, 46451, 70500, 104191, 100166, 104542, 5373, 70538, 100692, 62926, 111066, 108461, 9370, 112166, 108421, 104506, 1773, 87026, 113130, 104835, 99912, 115915, 71817, 113952, 57218, 101921, 48443, 44364, 14374, 3070, 10904, 104835, 29991, 10958, 103493, 16628, 112166, 1019, 820, 42344, 55338, 108461, 106281, 114703, 25511, 3837, 99912, 87267, 62112, 107644, 5373, 69442, 32757, 112743, 116060, 27866, 44364, 14374, 3070, 147980, 89982, 99450, 760, 34339, 53448, 27995, 1019, 9, 23031, 100203, 52853, 5373, 27091, 27442, 57191, 35568, 99800, 103125, 99774, 99512, 50404, 5618, 16, 13, 3070, 113398, 107528, 101311, 99938, 334, 2303, 256, 10236, 225, 255, 32757, 5122, 94237, 220, 21, 20, 15, 95003, 2303, 256, 353, 9909, 115667, 5373, 107528, 101425, 5373, 105703, 5373, 111761, 5373, 99467, 99955, 7552, 21518, 17, 13, 3070, 99662, 100897, 100417, 100447, 100907, 110649, 334, 2303, 256, 10236, 225, 255, 32757, 5122, 94237, 220, 22, 17, 15, 95003, 2303, 256, 353, 9909, 117335, 67279, 5373, 100893, 100417, 100447, 5373, 21287, 99800, 5373, 113400, 5373, 103532, 38989, 16, 20, 15, 70, 7552, 21518, 18, 13, 3070, 8903, 28330, 99331, 100228, 100417, 59956, 99938, 334, 2303, 256, 10236, 225, 255, 32757, 5122, 94237, 220, 20, 23, 15, 95003, 2303, 256, 353, 9909, 100417, 59956, 5373, 115667, 5373, 60686, 115888, 5373, 99331, 100228, 102514, 7552, 21518, 19, 13, 3070, 71138, 99800, 120038, 100807, 27091, 9909, 99476, 14, 99259, 7552, 334, 2303, 256, 10236, 225, 255, 32757, 5122, 94237, 220, 19, 17, 15, 95003, 2303, 256, 353, 9909, 120038, 100807, 27091, 5373, 115439, 99691, 5373, 99955, 106219, 5373, 110701, 102675, 14, 99375, 121622, 102022, 7552, 21518, 44364, 14374, 3070, 149922, 58230, 237, 99405, 760, 17924, 4032, 50, 609, 17912, 1348, 2843, 4321, 1019, 9, 100231, 93149, 57191, 104402, 104006, 69442, 115915, 5618, 16, 13, 3070, 109881, 100893, 104041, 100417, 103297, 9909, 21, 99922, 7552, 334, 2303, 256, 10236, 225, 255, 32757, 5122, 94237, 220, 18, 17, 15, 95003, 2303, 256, 353, 9909, 54387, 109546, 118441, 100072, 102675, 7552, 21518, 17, 13, 3070, 104156, 104856, 99617, 72225, 9909, 30709, 69442, 7552, 334, 2303, 256, 10236, 225, 255, 32757, 5122, 94237, 220, 17, 23, 15, 95003, 2303, 256, 353, 9909, 107070, 21287, 99800, 5373, 107424, 101142, 5373, 105091, 101382, 100739, 99968, 119452, 5373, 104156, 104856, 102675, 7552, 21518, 18, 13, 3070, 103306, 99662, 112849, 99318, 102554, 104451, 51575, 334, 2303, 256, 10236, 225, 255, 32757, 5122, 94237, 220, 16, 23, 15, 95003, 2303, 256, 353, 9909, 99414, 101667, 5373, 114231, 5373, 30709, 113400, 7552, 21518, 19, 13, 3070, 107171, 101586, 99253, 99528, 100199, 9909, 18, 18947, 7552, 334, 2303, 256, 10236, 225, 255, 32757, 5122, 94237, 220, 17, 16, 15, 95003, 2303, 256, 353, 9909, 99313, 99908, 69249, 72225, 101586, 99253, 5373, 118194, 7552, 21518, 44364, 14374, 3070, 147195, 18137, 98, 106, 24442, 760, 7206, 3763, 11238, 1019, 9, 49238, 102943, 5373, 105931, 99512, 57191, 28072, 99315, 53930, 30767, 5618, 16, 13, 3070, 99705, 110957, 110029, 102514, 9909, 20, 15, 15, 1014, 7552, 334, 2303, 256, 10236, 225, 255, 32757, 5122, 94237, 220, 16, 21, 15, 95003, 2303, 256, 353, 9909, 42192, 42855, 100443, 7552, 21518, 17, 13, 3070, 100038, 100307, 119327, 105050, 100576, 100019, 9909, 22, 15, 15, 1014, 7552, 334, 2303, 256, 10236, 225, 255, 32757, 5122, 94237, 220, 17, 16, 15, 95003, 2303, 256, 353, 9909, 95312, 100443, 3837, 30440, 101921, 100475, 26381, 7552, 21518, 18, 13, 3070, 57566, 28330, 104602, 9909, 99259, 14, 100038, 7552, 334, 2303, 256, 10236, 225, 255, 32757, 5122, 94237, 220, 20, 95003, 2303, 256, 353, 9909, 56652, 104602, 3837, 30440, 30767, 99694, 100553, 99968, 14, 104260, 100807, 99968, 7552, 21518, 19, 13, 3070, 101297, 109986, 112094, 9909, 15946, 100749, 7552, 334, 2303, 256, 10236, 225, 255, 32757, 5122, 94237, 220, 18, 23, 15, 95003, 2303, 256, 353, 9909, 95312, 100443, 3837, 30440, 30767, 42192, 100443, 5373, 82647, 100443, 7552, 21518, 44364, 14374, 25521, 101, 3070, 112166, 70500, 66394, 1019, 16, 13, 3070, 70538, 104913, 334, 2303, 256, 481, 3070, 35568, 99450, 334, 5122, 99553, 100962, 101317, 98650, 9370, 35568, 99800, 101220, 3837, 99340, 99721, 17714, 14777, 99512, 100185, 1773, 2303, 256, 481, 3070, 107600, 334, 5122, 17177, 32757, 109413, 3837, 30440, 23990, 27442, 57191, 104402, 35568, 99450, 3837, 101929, 108511, 100354, 1773, 2303, 256, 481, 3070, 113864, 334, 5122, 102024, 12857, 21515, 3837, 101147, 104476, 101098, 102679, 3407, 17, 13, 3070, 108461, 111066, 101898, 334, 2303, 256, 481, 92498, 115915, 18830, 99604, 106453, 9909, 29524, 26288, 14, 30709, 69442, 48272, 58362, 101127, 111066, 1773, 2303, 256, 481, 18137, 227, 109, 41406, 5373, 30440, 30767, 118147, 9370, 108461, 101898, 105818, 97290, 9909, 29524, 2073, 99617, 72225, 102675, 99628, 37643, 94237, 16, 15, 15, 74, 5416, 854, 7552, 3407, 18, 13, 3070, 104733, 103983, 100696, 334, 2303, 256, 481, 4891, 95, 252, 20929, 3070, 2073, 99285, 99603, 101914, 854, 334, 90867, 30844, 9909, 29524, 108461, 137573, 18, 15, 15, 95003, 9370, 115915, 74276, 2303, 256, 481, 26853, 107, 116062, 3070, 2073, 110649, 101220, 854, 334, 51461, 237, 3837, 29524, 2073, 35568, 99450, 10, 113864, 10, 107600, 110649, 79095, 99536, 55, 23305, 55807, 2303, 256, 481, 93685, 83744, 3070, 107270, 52129, 14, 118974, 106918, 334, 9909, 29524, 95312, 120556, 99178, 5373, 118205, 5373, 100073, 71138, 49567, 7552, 3407, 44364, 14374, 11162, 241, 234, 3070, 89012, 104835, 9370, 100675, 101898, 1019, 16, 13, 51461, 116, 32664, 115915, 99912, 108461, 9909, 101898, 37029, 102100, 100768, 103951, 57191, 100703, 99878, 102100, 99235, 74276, 2303, 17, 13, 89254, 39762, 115915, 112613, 96050, 59956, 40301, 17447, 30440, 48934, 47872, 81812, 9909, 29524, 44636, 101205, 115915, 21596, 99743, 74276, 2303, 18, 13, 8908, 237, 250, 23990, 106149, 101898, 106423, 86744, 101432, 61443, 106149, 3837, 101147, 105463, 105419, 33071, 50007, 3407, 62244, 85106, 3837, 35946, 30440, 100642, 102804, 70500, 104916, 59956, 40301, 9909, 29524, 17177, 100910, 102006, 5373, 117556, 104040, 48272, 57191, 101092, 105149, 99800, 38176, 9909, 29524, 15946, 99512, 5373, 60686, 99512, 7552, 104790, 108421, 1773, 151645, 198, 151643, 151643, 151643, 151643, 151643, 151643, 151643, 151643, 151643]
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>
  09:40 [视频-点赞/长播] <|video_begin|><s_a_1088><s_b_2828><s_c_6561>
  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:
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<think>
</think>
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<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]
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[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

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{'loss': '2.348', 'grad_norm': '7.906', 'learning_rate': '6.981e-07', 'epoch': '0.06515'}

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{'loss': '2.356', 'grad_norm': '14.75', 'learning_rate': '6.895e-07', 'epoch': '0.1086'}

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{'loss': '2.276', 'grad_norm': '7.25', 'learning_rate': '6.826e-07', 'epoch': '0.1303'}

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{'loss': '2.2', 'grad_norm': '13.12', 'learning_rate': '6.641e-07', 'epoch': '0.1737'}

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{'loss': '2.223', 'grad_norm': '13.75', 'learning_rate': '6.525e-07', 'epoch': '0.1954'}

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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': '9.312', 'learning_rate': '5.734e-07', 'epoch': '0.304'}

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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': '2.112', 'grad_norm': '7.781', 'learning_rate': '2.973e-07', 'epoch': '0.5646'}

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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': '2.018', 'grad_norm': '8.688', 'learning_rate': '2.261e-07', 'epoch': '0.6298'}

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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': '2.052', 'grad_norm': '14.88', 'learning_rate': '1.603e-07', 'epoch': '0.6949'}

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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': '2.333', 'grad_norm': '18.38', 'learning_rate': '1.029e-07', 'epoch': '0.76'}

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{'loss': '2.176', 'grad_norm': '6.656', 'learning_rate': '8.615e-08', 'epoch': '0.7818'}

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{'loss': '2.132', 'grad_norm': '7.031', 'learning_rate': '7.065e-08', 'epoch': '0.8035'}

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{'loss': '2.123', 'grad_norm': '10.06', 'learning_rate': '5.653e-08', 'epoch': '0.8252'}

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{'loss': '2.164', 'grad_norm': '4.969', 'learning_rate': '4.386e-08', 'epoch': '0.8469'}

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{'loss': '2.053', 'grad_norm': '7.312', 'learning_rate': '3.271e-08', 'epoch': '0.8686'}

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{'loss': '2.2', 'grad_norm': '8.562', 'learning_rate': '2.311e-08', 'epoch': '0.8903'}

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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': '1.994', 'grad_norm': '5.219', 'learning_rate': '4.175e-09', 'epoch': '0.9555'}

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{'loss': '2.153', 'grad_norm': '12.06', 'learning_rate': '1.244e-09', 'epoch': '0.9772'}

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{'loss': '2.238', 'grad_norm': '8.75', 'learning_rate': '3.458e-11', 'epoch': '0.9989'}

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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 >> 

Training completed. Do not forget to share your model on huggingface.co/models =)



                                                 
{'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
[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
[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

Writing model shards:   0%|          | 0/1 [00:00<?, ?it/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
[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
[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
***** train metrics *****
  epoch                    =         1.0
  total_flos               = 204674959GF
  train_loss               =      2.1436
  train_runtime            =  0:59:18.70
  train_samples_per_second =       0.518
  train_steps_per_second   =        0.13
Figure saved at: /home/ll/llm4rec/experiments/outputs/v38_v29_r3_aggressive_lr7e7_ep10/training_loss.png
[WARNING|2026-07-15 04:01:50] llamafactory.extras.ploting:149 >> No metric eval_loss to plot.
[WARNING|2026-07-15 04:01:50] llamafactory.extras.ploting:149 >> No metric eval_accuracy to plot.
[INFO|modelcard.py:263] 2026-07-15 04:01:50,343 >> Dropping the following result as it does not have all the necessary fields:
{'task': {'name': 'Causal Language Modeling', 'type': 'text-generation'}}