commit f172e344886fb0d3fb485930ddf98871ca2556cc Author: ModelHub XC Date: Sat May 9 20:44:31 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: jackf857/llama-3-8b-base-orpo-ultrafeedback-4xh200-rerun Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52373fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..3bd47a7 --- /dev/null +++ b/README.md @@ -0,0 +1,79 @@ +--- +library_name: transformers +base_model: W-61/llama-3-8b-base-sft-ultrachat-8xh200 +tags: +- alignment-handbook +- orpo +- generated_from_trainer +datasets: +- HuggingFaceH4/ultrafeedback_binarized +model-index: +- name: llama-3-8b-base-orpo-ultrafeedback-4xh200-rerun + results: [] +--- + + + +# llama-3-8b-base-orpo-ultrafeedback-4xh200-rerun + +This model is a fine-tuned version of [W-61/llama-3-8b-base-sft-ultrachat-8xh200](https://huggingface.co/W-61/llama-3-8b-base-sft-ultrachat-8xh200) on the HuggingFaceH4/ultrafeedback_binarized dataset. +It achieves the following results on the evaluation set: +- Loss: 1.2244 +- Rewards/chosen: -0.0088 +- Rewards/rejected: -0.0106 +- Rewards/accuracies: 0.6028 +- Rewards/margins: 0.0018 +- Logps/rejected: -1.0607 +- Logps/chosen: -0.8758 +- Logits/rejected: -0.4873 +- Logits/chosen: -0.5022 +- Nll Loss: 1.2174 +- Log Odds Ratio: -0.6565 +- Log Odds Chosen: 0.2857 + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 5e-07 +- train_batch_size: 8 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 4 +- gradient_accumulation_steps: 4 +- total_train_batch_size: 128 +- total_eval_batch_size: 32 +- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.1 +- num_epochs: 1 + +### Training results + +| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen | Nll Loss | Log Odds Ratio | Log Odds Chosen | +|:-------------:|:------:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|:--------:|:--------------:|:---------------:| +| 5.2395 | 0.4188 | 200 | 1.2644 | -0.0088 | -0.0107 | 0.6008 | 0.0018 | -1.0672 | -0.8826 | -0.4935 | -0.5068 | 1.2561 | -0.6568 | 0.2836 | +| 4.9046 | 0.8377 | 400 | 1.2244 | -0.0088 | -0.0106 | 0.6028 | 0.0018 | -1.0607 | -0.8758 | -0.4873 | -0.5022 | 1.2174 | -0.6565 | 0.2857 | + + +### Framework versions + +- Transformers 4.51.0 +- Pytorch 2.3.1+cu121 +- Datasets 2.21.0 +- Tokenizers 0.21.4 diff --git a/all_results.json b/all_results.json new file mode 100644 index 0000000..7beb672 --- /dev/null +++ b/all_results.json @@ -0,0 +1,25 @@ +{ + "epoch": 0.9989528795811519, + "eval_log_odds_chosen": 0.2855910658836365, + "eval_log_odds_ratio": -0.6565974354743958, + "eval_logits/chosen": -0.49791988730430603, + "eval_logits/rejected": -0.48265013098716736, + "eval_logps/chosen": -0.8755427598953247, + "eval_logps/rejected": -1.060484766960144, + "eval_loss": 1.2236413955688477, + "eval_nll_loss": 1.2166308164596558, + "eval_rewards/accuracies": 0.600806474685669, + "eval_rewards/chosen": -0.008755426853895187, + "eval_rewards/margins": 0.0018494179239496589, + "eval_rewards/rejected": -0.010604845359921455, + "eval_runtime": 44.1184, + "eval_samples": 2000, + "eval_samples_per_second": 45.333, + "eval_steps_per_second": 1.428, + "total_flos": 0.0, + "train_loss": 5.24161350602124, + "train_runtime": 5082.9537, + "train_samples": 61135, + "train_samples_per_second": 12.027, + "train_steps_per_second": 0.094 +} \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..5092b09 --- /dev/null +++ b/config.json @@ -0,0 +1,29 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": 128001, + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 8192, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": null, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "torch_dtype": "float32", + "transformers_version": "4.51.0", + "use_cache": true, + "vocab_size": 128256 +} diff --git a/eval_results.json b/eval_results.json new file mode 100644 index 0000000..5fda092 --- /dev/null +++ b/eval_results.json @@ -0,0 +1,19 @@ +{ + "epoch": 0.9989528795811519, + "eval_log_odds_chosen": 0.2855910658836365, + "eval_log_odds_ratio": -0.6565974354743958, + "eval_logits/chosen": -0.49791988730430603, + "eval_logits/rejected": -0.48265013098716736, + "eval_logps/chosen": -0.8755427598953247, + "eval_logps/rejected": -1.060484766960144, + "eval_loss": 1.2236413955688477, + "eval_nll_loss": 1.2166308164596558, + "eval_rewards/accuracies": 0.600806474685669, + "eval_rewards/chosen": -0.008755426853895187, + "eval_rewards/margins": 0.0018494179239496589, + "eval_rewards/rejected": -0.010604845359921455, + "eval_runtime": 44.1184, + "eval_samples": 2000, + "eval_samples_per_second": 45.333, + "eval_steps_per_second": 1.428 +} \ No newline at end of file diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..76247c9 --- /dev/null +++ b/generation_config.json @@ -0,0 +1,9 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": 128001, + "max_length": 4096, + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.51.0" +} diff --git a/model-00001-of-00007.safetensors b/model-00001-of-00007.safetensors new file mode 100644 index 0000000..a0a9d15 --- /dev/null +++ b/model-00001-of-00007.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56d47e9a0440759b15602a23842bbeb09288ce22194ed7bfd27089f46fec10a2 +size 4886466168 diff --git a/model-00002-of-00007.safetensors b/model-00002-of-00007.safetensors new file mode 100644 index 0000000..c8b2ee4 --- /dev/null +++ b/model-00002-of-00007.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:54521c46e591bff02ac82ec09bec41322007390d08b005d344645b3cc72fe6f5 +size 4832007448 diff --git a/model-00003-of-00007.safetensors b/model-00003-of-00007.safetensors new file mode 100644 index 0000000..210ffc1 --- /dev/null +++ b/model-00003-of-00007.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6594e10ab3709b09055a7ce6db1b5fbe678d08413f954d18c774d037e98b5586 +size 4999813112 diff --git a/model-00004-of-00007.safetensors b/model-00004-of-00007.safetensors new file mode 100644 index 0000000..b94a792 --- /dev/null +++ b/model-00004-of-00007.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9800c3de07ad8def8f83b4d71c635cc62a053c157343bdb51299f5a31e0ca5aa +size 4999813128 diff --git a/model-00005-of-00007.safetensors b/model-00005-of-00007.safetensors new file mode 100644 index 0000000..d453b3b --- /dev/null +++ b/model-00005-of-00007.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:078ec52d5d0f3210f5f29245888f9237fc4f14596b167029e8dc30a34e06a75e +size 4832007496 diff --git a/model-00006-of-00007.safetensors b/model-00006-of-00007.safetensors new file mode 100644 index 0000000..efc7a11 --- /dev/null +++ b/model-00006-of-00007.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a0b6d9fe985376a65159b0458d56e0d74487c97c1bfc3984fe9fc4ed49204ee +size 4999813120 diff --git a/model-00007-of-00007.safetensors b/model-00007-of-00007.safetensors new file mode 100644 index 0000000..8b575a4 --- /dev/null +++ b/model-00007-of-00007.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ea3c6abff3bc68f04183102ecdce70985db3dbd03260b00cc85af2706b90962 +size 2571158184 diff --git a/model.safetensors.index.json b/model.safetensors.index.json new file mode 100644 index 0000000..0985084 --- /dev/null +++ b/model.safetensors.index.json @@ -0,0 +1,298 @@ +{ + "metadata": { + "total_size": 32121044992 + }, + "weight_map": { + "lm_head.weight": "model-00007-of-00007.safetensors", + "model.embed_tokens.weight": "model-00001-of-00007.safetensors", + "model.layers.0.input_layernorm.weight": "model-00001-of-00007.safetensors", + "model.layers.0.mlp.down_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.0.mlp.gate_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.0.mlp.up_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.0.post_attention_layernorm.weight": "model-00001-of-00007.safetensors", + "model.layers.0.self_attn.k_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.0.self_attn.o_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.0.self_attn.q_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.0.self_attn.v_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.1.input_layernorm.weight": "model-00001-of-00007.safetensors", + "model.layers.1.mlp.down_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.1.mlp.gate_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.1.mlp.up_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.1.post_attention_layernorm.weight": "model-00001-of-00007.safetensors", + "model.layers.1.self_attn.k_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.1.self_attn.o_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.1.self_attn.q_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.1.self_attn.v_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.10.input_layernorm.weight": "model-00003-of-00007.safetensors", + "model.layers.10.mlp.down_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.10.mlp.gate_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.10.mlp.up_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.10.post_attention_layernorm.weight": "model-00003-of-00007.safetensors", + "model.layers.10.self_attn.k_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.10.self_attn.o_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.10.self_attn.q_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.10.self_attn.v_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.11.input_layernorm.weight": "model-00003-of-00007.safetensors", + "model.layers.11.mlp.down_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.11.mlp.gate_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.11.mlp.up_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.11.post_attention_layernorm.weight": "model-00003-of-00007.safetensors", + "model.layers.11.self_attn.k_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.11.self_attn.o_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.11.self_attn.q_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.11.self_attn.v_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.12.input_layernorm.weight": "model-00003-of-00007.safetensors", + "model.layers.12.mlp.down_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.12.mlp.gate_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.12.mlp.up_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.12.post_attention_layernorm.weight": "model-00003-of-00007.safetensors", + "model.layers.12.self_attn.k_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.12.self_attn.o_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.12.self_attn.q_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.12.self_attn.v_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.13.input_layernorm.weight": "model-00003-of-00007.safetensors", + "model.layers.13.mlp.down_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.13.mlp.gate_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.13.mlp.up_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.13.post_attention_layernorm.weight": "model-00003-of-00007.safetensors", + "model.layers.13.self_attn.k_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.13.self_attn.o_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.13.self_attn.q_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.13.self_attn.v_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.14.input_layernorm.weight": "model-00004-of-00007.safetensors", + "model.layers.14.mlp.down_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.14.mlp.gate_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.14.mlp.up_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.14.post_attention_layernorm.weight": "model-00004-of-00007.safetensors", + "model.layers.14.self_attn.k_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.14.self_attn.o_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.14.self_attn.q_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.14.self_attn.v_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.15.input_layernorm.weight": "model-00004-of-00007.safetensors", + "model.layers.15.mlp.down_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.15.mlp.gate_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.15.mlp.up_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.15.post_attention_layernorm.weight": "model-00004-of-00007.safetensors", + "model.layers.15.self_attn.k_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.15.self_attn.o_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.15.self_attn.q_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.15.self_attn.v_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.16.input_layernorm.weight": "model-00004-of-00007.safetensors", + "model.layers.16.mlp.down_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.16.mlp.gate_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.16.mlp.up_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.16.post_attention_layernorm.weight": "model-00004-of-00007.safetensors", + "model.layers.16.self_attn.k_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.16.self_attn.o_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.16.self_attn.q_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.16.self_attn.v_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.17.input_layernorm.weight": "model-00004-of-00007.safetensors", + "model.layers.17.mlp.down_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.17.mlp.gate_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.17.mlp.up_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.17.post_attention_layernorm.weight": "model-00004-of-00007.safetensors", + "model.layers.17.self_attn.k_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.17.self_attn.o_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.17.self_attn.q_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.17.self_attn.v_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.18.input_layernorm.weight": "model-00004-of-00007.safetensors", + "model.layers.18.mlp.down_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.18.mlp.gate_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.18.mlp.up_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.18.post_attention_layernorm.weight": "model-00004-of-00007.safetensors", + "model.layers.18.self_attn.k_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.18.self_attn.o_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.18.self_attn.q_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.18.self_attn.v_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.19.input_layernorm.weight": "model-00004-of-00007.safetensors", + "model.layers.19.mlp.down_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.19.mlp.gate_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.19.mlp.up_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.19.post_attention_layernorm.weight": "model-00004-of-00007.safetensors", + "model.layers.19.self_attn.k_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.19.self_attn.o_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.19.self_attn.q_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.19.self_attn.v_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.2.input_layernorm.weight": "model-00001-of-00007.safetensors", + "model.layers.2.mlp.down_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.2.mlp.gate_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.2.mlp.up_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.2.post_attention_layernorm.weight": "model-00001-of-00007.safetensors", + "model.layers.2.self_attn.k_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.2.self_attn.o_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.2.self_attn.q_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.2.self_attn.v_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.20.input_layernorm.weight": "model-00005-of-00007.safetensors", + "model.layers.20.mlp.down_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.20.mlp.gate_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.20.mlp.up_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.20.post_attention_layernorm.weight": "model-00005-of-00007.safetensors", + "model.layers.20.self_attn.k_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.20.self_attn.o_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.20.self_attn.q_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.20.self_attn.v_proj.weight": "model-00004-of-00007.safetensors", + "model.layers.21.input_layernorm.weight": "model-00005-of-00007.safetensors", + "model.layers.21.mlp.down_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.21.mlp.gate_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.21.mlp.up_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.21.post_attention_layernorm.weight": "model-00005-of-00007.safetensors", + "model.layers.21.self_attn.k_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.21.self_attn.o_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.21.self_attn.q_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.21.self_attn.v_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.22.input_layernorm.weight": "model-00005-of-00007.safetensors", + "model.layers.22.mlp.down_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.22.mlp.gate_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.22.mlp.up_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.22.post_attention_layernorm.weight": "model-00005-of-00007.safetensors", + "model.layers.22.self_attn.k_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.22.self_attn.o_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.22.self_attn.q_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.22.self_attn.v_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.23.input_layernorm.weight": "model-00005-of-00007.safetensors", + "model.layers.23.mlp.down_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.23.mlp.gate_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.23.mlp.up_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.23.post_attention_layernorm.weight": "model-00005-of-00007.safetensors", + "model.layers.23.self_attn.k_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.23.self_attn.o_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.23.self_attn.q_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.23.self_attn.v_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.24.input_layernorm.weight": "model-00005-of-00007.safetensors", + "model.layers.24.mlp.down_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.24.mlp.gate_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.24.mlp.up_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.24.post_attention_layernorm.weight": "model-00005-of-00007.safetensors", + "model.layers.24.self_attn.k_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.24.self_attn.o_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.24.self_attn.q_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.24.self_attn.v_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.25.input_layernorm.weight": "model-00006-of-00007.safetensors", + "model.layers.25.mlp.down_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.25.mlp.gate_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.25.mlp.up_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.25.post_attention_layernorm.weight": "model-00006-of-00007.safetensors", + "model.layers.25.self_attn.k_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.25.self_attn.o_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.25.self_attn.q_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.25.self_attn.v_proj.weight": "model-00005-of-00007.safetensors", + "model.layers.26.input_layernorm.weight": "model-00006-of-00007.safetensors", + "model.layers.26.mlp.down_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.26.mlp.gate_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.26.mlp.up_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.26.post_attention_layernorm.weight": "model-00006-of-00007.safetensors", + "model.layers.26.self_attn.k_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.26.self_attn.o_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.26.self_attn.q_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.26.self_attn.v_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.27.input_layernorm.weight": "model-00006-of-00007.safetensors", + "model.layers.27.mlp.down_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.27.mlp.gate_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.27.mlp.up_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.27.post_attention_layernorm.weight": "model-00006-of-00007.safetensors", + "model.layers.27.self_attn.k_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.27.self_attn.o_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.27.self_attn.q_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.27.self_attn.v_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.28.input_layernorm.weight": "model-00006-of-00007.safetensors", + "model.layers.28.mlp.down_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.28.mlp.gate_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.28.mlp.up_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.28.post_attention_layernorm.weight": "model-00006-of-00007.safetensors", + "model.layers.28.self_attn.k_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.28.self_attn.o_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.28.self_attn.q_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.28.self_attn.v_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.29.input_layernorm.weight": "model-00006-of-00007.safetensors", + "model.layers.29.mlp.down_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.29.mlp.gate_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.29.mlp.up_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.29.post_attention_layernorm.weight": "model-00006-of-00007.safetensors", + "model.layers.29.self_attn.k_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.29.self_attn.o_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.29.self_attn.q_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.29.self_attn.v_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.3.input_layernorm.weight": "model-00002-of-00007.safetensors", + "model.layers.3.mlp.down_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.3.mlp.gate_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.3.mlp.up_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.3.post_attention_layernorm.weight": "model-00002-of-00007.safetensors", + "model.layers.3.self_attn.k_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.3.self_attn.o_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.3.self_attn.q_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.3.self_attn.v_proj.weight": "model-00001-of-00007.safetensors", + "model.layers.30.input_layernorm.weight": "model-00006-of-00007.safetensors", + "model.layers.30.mlp.down_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.30.mlp.gate_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.30.mlp.up_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.30.post_attention_layernorm.weight": "model-00006-of-00007.safetensors", + "model.layers.30.self_attn.k_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.30.self_attn.o_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.30.self_attn.q_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.30.self_attn.v_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.31.input_layernorm.weight": "model-00007-of-00007.safetensors", + "model.layers.31.mlp.down_proj.weight": "model-00007-of-00007.safetensors", + "model.layers.31.mlp.gate_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.31.mlp.up_proj.weight": "model-00007-of-00007.safetensors", + "model.layers.31.post_attention_layernorm.weight": "model-00007-of-00007.safetensors", + "model.layers.31.self_attn.k_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.31.self_attn.o_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.31.self_attn.q_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.31.self_attn.v_proj.weight": "model-00006-of-00007.safetensors", + "model.layers.4.input_layernorm.weight": "model-00002-of-00007.safetensors", + "model.layers.4.mlp.down_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.4.mlp.gate_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.4.mlp.up_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.4.post_attention_layernorm.weight": "model-00002-of-00007.safetensors", + "model.layers.4.self_attn.k_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.4.self_attn.o_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.4.self_attn.q_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.4.self_attn.v_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.5.input_layernorm.weight": "model-00002-of-00007.safetensors", + "model.layers.5.mlp.down_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.5.mlp.gate_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.5.mlp.up_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.5.post_attention_layernorm.weight": "model-00002-of-00007.safetensors", + "model.layers.5.self_attn.k_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.5.self_attn.o_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.5.self_attn.q_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.5.self_attn.v_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.6.input_layernorm.weight": "model-00002-of-00007.safetensors", + "model.layers.6.mlp.down_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.6.mlp.gate_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.6.mlp.up_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.6.post_attention_layernorm.weight": "model-00002-of-00007.safetensors", + "model.layers.6.self_attn.k_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.6.self_attn.o_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.6.self_attn.q_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.6.self_attn.v_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.7.input_layernorm.weight": "model-00002-of-00007.safetensors", + "model.layers.7.mlp.down_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.7.mlp.gate_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.7.mlp.up_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.7.post_attention_layernorm.weight": "model-00002-of-00007.safetensors", + "model.layers.7.self_attn.k_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.7.self_attn.o_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.7.self_attn.q_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.7.self_attn.v_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.8.input_layernorm.weight": "model-00003-of-00007.safetensors", + "model.layers.8.mlp.down_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.8.mlp.gate_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.8.mlp.up_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.8.post_attention_layernorm.weight": "model-00003-of-00007.safetensors", + "model.layers.8.self_attn.k_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.8.self_attn.o_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.8.self_attn.q_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.8.self_attn.v_proj.weight": "model-00002-of-00007.safetensors", + "model.layers.9.input_layernorm.weight": "model-00003-of-00007.safetensors", + "model.layers.9.mlp.down_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.9.mlp.gate_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.9.mlp.up_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.9.post_attention_layernorm.weight": "model-00003-of-00007.safetensors", + "model.layers.9.self_attn.k_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.9.self_attn.o_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.9.self_attn.q_proj.weight": "model-00003-of-00007.safetensors", + "model.layers.9.self_attn.v_proj.weight": "model-00003-of-00007.safetensors", + "model.norm.weight": "model-00007-of-00007.safetensors" + } +} diff --git a/special_tokens_map.json b/special_tokens_map.json new file mode 100644 index 0000000..e5b39b6 --- /dev/null +++ b/special_tokens_map.json @@ -0,0 +1,23 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + } +} diff --git a/tokenizer.json b/tokenizer.json new file mode 100644 index 0000000..86a3394 --- /dev/null +++ b/tokenizer.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c5cf44023714fb39b05e71e425f8d7b92805ff73f7988b083b8c87f0bf87393 +size 17209961 diff --git a/tokenizer_config.json b/tokenizer_config.json new file mode 100644 index 0000000..8c6916a --- /dev/null +++ b/tokenizer_config.json @@ -0,0 +1,2064 @@ +{ + "added_tokens_decoder": { + "128000": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128001": { + "content": "<|end_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128002": { + "content": "<|reserved_special_token_0|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128003": { + "content": "<|reserved_special_token_1|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128004": { + "content": "<|reserved_special_token_2|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128005": { + "content": "<|reserved_special_token_3|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128006": { + "content": "<|start_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128007": { + "content": "<|end_header_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128008": { + "content": "<|reserved_special_token_4|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128009": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128010": { + "content": "<|reserved_special_token_5|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128011": { + "content": "<|reserved_special_token_6|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128012": { + "content": "<|reserved_special_token_7|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128013": { + "content": "<|reserved_special_token_8|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128014": { + "content": "<|reserved_special_token_9|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128015": { + "content": "<|reserved_special_token_10|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128016": { + "content": "<|reserved_special_token_11|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128017": { + "content": "<|reserved_special_token_12|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128018": { + "content": "<|reserved_special_token_13|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128019": { + "content": "<|reserved_special_token_14|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128020": { + "content": "<|reserved_special_token_15|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128021": { + "content": "<|reserved_special_token_16|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128022": { + "content": "<|reserved_special_token_17|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128023": { + "content": "<|reserved_special_token_18|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128024": { + "content": "<|reserved_special_token_19|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128025": { + "content": "<|reserved_special_token_20|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128026": { + "content": "<|reserved_special_token_21|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128027": { + "content": "<|reserved_special_token_22|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128028": { + "content": "<|reserved_special_token_23|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128029": { + "content": "<|reserved_special_token_24|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128030": { + "content": "<|reserved_special_token_25|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128031": { + "content": "<|reserved_special_token_26|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128032": { + "content": "<|reserved_special_token_27|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128033": { + "content": "<|reserved_special_token_28|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128034": { + "content": "<|reserved_special_token_29|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128035": { + "content": "<|reserved_special_token_30|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128036": { + "content": "<|reserved_special_token_31|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128037": { + "content": "<|reserved_special_token_32|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128038": { + "content": "<|reserved_special_token_33|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128039": { + "content": "<|reserved_special_token_34|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128040": { + "content": "<|reserved_special_token_35|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128041": { + "content": "<|reserved_special_token_36|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128042": { + "content": "<|reserved_special_token_37|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128043": { + "content": "<|reserved_special_token_38|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128044": { + "content": "<|reserved_special_token_39|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128045": { + "content": "<|reserved_special_token_40|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128046": { + "content": "<|reserved_special_token_41|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128047": { + "content": "<|reserved_special_token_42|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128048": { + "content": "<|reserved_special_token_43|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128049": { + "content": "<|reserved_special_token_44|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128050": { + "content": "<|reserved_special_token_45|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128051": { + "content": "<|reserved_special_token_46|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128052": { + "content": "<|reserved_special_token_47|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128053": { + "content": "<|reserved_special_token_48|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128054": { + "content": "<|reserved_special_token_49|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128055": { + "content": "<|reserved_special_token_50|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128056": { + "content": "<|reserved_special_token_51|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128057": { + "content": "<|reserved_special_token_52|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128058": { + "content": "<|reserved_special_token_53|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128059": { + "content": "<|reserved_special_token_54|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128060": { + "content": "<|reserved_special_token_55|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128061": { + "content": "<|reserved_special_token_56|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128062": { + "content": "<|reserved_special_token_57|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128063": { + "content": "<|reserved_special_token_58|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128064": { + "content": "<|reserved_special_token_59|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128065": { + "content": "<|reserved_special_token_60|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128066": { + "content": "<|reserved_special_token_61|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128067": { + "content": "<|reserved_special_token_62|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128068": { + "content": "<|reserved_special_token_63|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128069": { + "content": "<|reserved_special_token_64|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128070": { + "content": "<|reserved_special_token_65|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128071": { + "content": "<|reserved_special_token_66|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128072": { + "content": "<|reserved_special_token_67|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128073": { + "content": "<|reserved_special_token_68|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128074": { + "content": "<|reserved_special_token_69|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128075": { + "content": "<|reserved_special_token_70|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128076": { + "content": "<|reserved_special_token_71|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128077": { + "content": "<|reserved_special_token_72|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128078": { + "content": "<|reserved_special_token_73|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128079": { + "content": "<|reserved_special_token_74|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128080": { + "content": "<|reserved_special_token_75|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128081": { + "content": "<|reserved_special_token_76|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128082": { + "content": "<|reserved_special_token_77|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128083": { + "content": "<|reserved_special_token_78|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128084": { + "content": "<|reserved_special_token_79|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128085": { + "content": "<|reserved_special_token_80|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128086": { + "content": "<|reserved_special_token_81|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128087": { + "content": "<|reserved_special_token_82|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128088": { + "content": "<|reserved_special_token_83|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128089": { + "content": "<|reserved_special_token_84|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128090": { + "content": "<|reserved_special_token_85|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128091": { + "content": "<|reserved_special_token_86|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128092": { + "content": "<|reserved_special_token_87|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128093": { + "content": "<|reserved_special_token_88|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128094": { + "content": "<|reserved_special_token_89|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128095": { + "content": "<|reserved_special_token_90|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128096": { + "content": "<|reserved_special_token_91|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128097": { + "content": "<|reserved_special_token_92|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128098": { + "content": "<|reserved_special_token_93|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128099": { + "content": "<|reserved_special_token_94|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128100": { + "content": "<|reserved_special_token_95|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128101": { + "content": "<|reserved_special_token_96|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128102": { + "content": "<|reserved_special_token_97|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128103": { + "content": "<|reserved_special_token_98|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128104": { + "content": "<|reserved_special_token_99|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128105": { + "content": "<|reserved_special_token_100|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128106": { + "content": "<|reserved_special_token_101|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128107": { + "content": "<|reserved_special_token_102|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128108": { + "content": "<|reserved_special_token_103|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128109": { + "content": "<|reserved_special_token_104|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128110": { + "content": "<|reserved_special_token_105|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128111": { + "content": "<|reserved_special_token_106|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128112": { + "content": "<|reserved_special_token_107|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128113": { + "content": "<|reserved_special_token_108|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128114": { + "content": "<|reserved_special_token_109|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128115": { + "content": "<|reserved_special_token_110|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128116": { + "content": "<|reserved_special_token_111|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128117": { + "content": "<|reserved_special_token_112|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128118": { + "content": "<|reserved_special_token_113|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128119": { + "content": "<|reserved_special_token_114|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128120": { + "content": "<|reserved_special_token_115|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128121": { + "content": "<|reserved_special_token_116|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128122": { + "content": "<|reserved_special_token_117|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128123": { + "content": "<|reserved_special_token_118|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128124": { + "content": "<|reserved_special_token_119|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128125": { + "content": "<|reserved_special_token_120|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128126": { + "content": "<|reserved_special_token_121|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128127": { + "content": "<|reserved_special_token_122|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128128": { + "content": "<|reserved_special_token_123|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128129": { + "content": "<|reserved_special_token_124|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128130": { + "content": "<|reserved_special_token_125|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128131": { + "content": "<|reserved_special_token_126|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128132": { + "content": "<|reserved_special_token_127|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128133": { + "content": "<|reserved_special_token_128|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128134": { + "content": "<|reserved_special_token_129|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128135": { + "content": "<|reserved_special_token_130|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128136": { + "content": "<|reserved_special_token_131|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128137": { + "content": "<|reserved_special_token_132|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128138": { + "content": "<|reserved_special_token_133|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128139": { + "content": "<|reserved_special_token_134|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128140": { + "content": "<|reserved_special_token_135|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128141": { + "content": "<|reserved_special_token_136|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128142": { + "content": "<|reserved_special_token_137|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128143": { + "content": "<|reserved_special_token_138|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128144": { + "content": "<|reserved_special_token_139|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128145": { + "content": "<|reserved_special_token_140|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128146": { + "content": "<|reserved_special_token_141|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128147": { + "content": "<|reserved_special_token_142|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128148": { + "content": "<|reserved_special_token_143|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128149": { + "content": "<|reserved_special_token_144|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128150": { + "content": "<|reserved_special_token_145|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128151": { + "content": "<|reserved_special_token_146|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128152": { + "content": "<|reserved_special_token_147|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128153": { + "content": "<|reserved_special_token_148|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128154": { + "content": "<|reserved_special_token_149|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128155": { + "content": "<|reserved_special_token_150|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128156": { + "content": "<|reserved_special_token_151|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128157": { + "content": "<|reserved_special_token_152|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128158": { + "content": "<|reserved_special_token_153|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128159": { + "content": "<|reserved_special_token_154|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128160": { + "content": "<|reserved_special_token_155|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128161": { + "content": "<|reserved_special_token_156|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128162": { + "content": "<|reserved_special_token_157|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128163": { + "content": "<|reserved_special_token_158|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128164": { + "content": "<|reserved_special_token_159|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128165": { + "content": "<|reserved_special_token_160|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128166": { + "content": "<|reserved_special_token_161|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128167": { + "content": "<|reserved_special_token_162|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128168": { + "content": "<|reserved_special_token_163|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128169": { + "content": "<|reserved_special_token_164|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128170": { + "content": "<|reserved_special_token_165|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128171": { + "content": "<|reserved_special_token_166|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128172": { + "content": "<|reserved_special_token_167|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128173": { + "content": "<|reserved_special_token_168|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128174": { + "content": "<|reserved_special_token_169|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128175": { + "content": "<|reserved_special_token_170|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128176": { + "content": "<|reserved_special_token_171|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128177": { + "content": "<|reserved_special_token_172|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128178": { + "content": "<|reserved_special_token_173|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128179": { + "content": "<|reserved_special_token_174|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128180": { + "content": "<|reserved_special_token_175|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128181": { + "content": "<|reserved_special_token_176|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128182": { + "content": "<|reserved_special_token_177|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128183": { + "content": "<|reserved_special_token_178|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128184": { + "content": "<|reserved_special_token_179|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128185": { + "content": "<|reserved_special_token_180|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128186": { + "content": "<|reserved_special_token_181|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128187": { + "content": "<|reserved_special_token_182|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128188": { + "content": "<|reserved_special_token_183|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128189": { + "content": "<|reserved_special_token_184|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128190": { + "content": "<|reserved_special_token_185|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128191": { + "content": "<|reserved_special_token_186|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128192": { + "content": "<|reserved_special_token_187|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128193": { + "content": "<|reserved_special_token_188|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128194": { + "content": "<|reserved_special_token_189|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128195": { + "content": "<|reserved_special_token_190|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128196": { + "content": "<|reserved_special_token_191|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128197": { + "content": "<|reserved_special_token_192|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128198": { + "content": "<|reserved_special_token_193|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128199": { + "content": "<|reserved_special_token_194|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128200": { + "content": "<|reserved_special_token_195|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128201": { + "content": "<|reserved_special_token_196|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128202": { + "content": "<|reserved_special_token_197|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128203": { + "content": "<|reserved_special_token_198|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128204": { + "content": "<|reserved_special_token_199|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128205": { + "content": "<|reserved_special_token_200|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128206": { + "content": "<|reserved_special_token_201|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128207": { + "content": "<|reserved_special_token_202|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128208": { + "content": "<|reserved_special_token_203|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128209": { + "content": "<|reserved_special_token_204|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128210": { + "content": "<|reserved_special_token_205|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128211": { + "content": "<|reserved_special_token_206|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128212": { + "content": "<|reserved_special_token_207|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128213": { + "content": "<|reserved_special_token_208|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128214": { + "content": "<|reserved_special_token_209|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128215": { + "content": "<|reserved_special_token_210|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128216": { + "content": "<|reserved_special_token_211|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128217": { + "content": "<|reserved_special_token_212|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128218": { + "content": "<|reserved_special_token_213|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128219": { + "content": "<|reserved_special_token_214|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128220": { + "content": "<|reserved_special_token_215|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128221": { + "content": "<|reserved_special_token_216|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128222": { + "content": "<|reserved_special_token_217|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128223": { + "content": "<|reserved_special_token_218|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128224": { + "content": "<|reserved_special_token_219|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128225": { + "content": "<|reserved_special_token_220|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128226": { + "content": "<|reserved_special_token_221|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128227": { + "content": "<|reserved_special_token_222|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128228": { + "content": "<|reserved_special_token_223|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128229": { + "content": "<|reserved_special_token_224|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128230": { + "content": "<|reserved_special_token_225|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128231": { + "content": "<|reserved_special_token_226|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128232": { + "content": "<|reserved_special_token_227|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128233": { + "content": "<|reserved_special_token_228|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128234": { + "content": "<|reserved_special_token_229|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128235": { + "content": "<|reserved_special_token_230|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128236": { + "content": "<|reserved_special_token_231|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128237": { + "content": "<|reserved_special_token_232|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128238": { + "content": "<|reserved_special_token_233|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128239": { + "content": "<|reserved_special_token_234|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128240": { + "content": "<|reserved_special_token_235|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128241": { + "content": "<|reserved_special_token_236|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128242": { + "content": "<|reserved_special_token_237|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128243": { + "content": "<|reserved_special_token_238|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128244": { + "content": "<|reserved_special_token_239|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128245": { + "content": "<|reserved_special_token_240|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128246": { + "content": "<|reserved_special_token_241|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128247": { + "content": "<|reserved_special_token_242|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128248": { + "content": "<|reserved_special_token_243|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128249": { + "content": "<|reserved_special_token_244|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128250": { + "content": "<|reserved_special_token_245|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128251": { + "content": "<|reserved_special_token_246|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128252": { + "content": "<|reserved_special_token_247|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128253": { + "content": "<|reserved_special_token_248|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128254": { + "content": "<|reserved_special_token_249|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "128255": { + "content": "<|reserved_special_token_250|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + } + }, + "bos_token": "<|begin_of_text|>", + "chat_template": "{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}{% endif %}", + "clean_up_tokenization_spaces": true, + "eos_token": "<|end_of_text|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 2048, + "pad_token": "<|end_of_text|>", + "tokenizer_class": "PreTrainedTokenizer" +} diff --git a/train_results.json b/train_results.json new file mode 100644 index 0000000..a555b13 --- /dev/null +++ b/train_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 0.9989528795811519, + "total_flos": 0.0, + "train_loss": 5.24161350602124, + "train_runtime": 5082.9537, + "train_samples": 61135, + "train_samples_per_second": 12.027, + "train_steps_per_second": 0.094 +} \ No newline at end of file diff --git a/trainer_state.json b/trainer_state.json new file mode 100644 index 0000000..7f42519 --- /dev/null +++ b/trainer_state.json @@ -0,0 +1,945 @@ +{ + "best_global_step": null, + "best_metric": null, + "best_model_checkpoint": null, + "epoch": 0.9989528795811519, + "eval_steps": 200, + "global_step": 477, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.0020942408376963353, + "grad_norm": 21.158132553100586, + "learning_rate": 0.0, + "log_odds_chosen": 0.06687486171722412, + "log_odds_ratio": -0.7179359793663025, + "logits/chosen": -0.6003108024597168, + "logits/rejected": -0.5959680080413818, + "logps/chosen": -1.3004443645477295, + "logps/rejected": -1.3789687156677246, + "loss": 6.0476, + "nll_loss": 1.4909255504608154, + "rewards/accuracies": 0.46875, + "rewards/chosen": -0.013004443608224392, + "rewards/margins": 0.0007852441049180925, + "rewards/rejected": -0.013789687305688858, + "step": 1 + }, + { + "epoch": 0.020942408376963352, + "grad_norm": 22.246910095214844, + "learning_rate": 9.375e-08, + "log_odds_chosen": 0.24125711619853973, + "log_odds_ratio": -0.6763277053833008, + "logits/chosen": -0.680765688419342, + "logits/rejected": -0.6712806224822998, + "logps/chosen": -1.1191811561584473, + "logps/rejected": -1.29719877243042, + "loss": 6.0187, + "nll_loss": 1.5037554502487183, + "rewards/accuracies": 0.5763888955116272, + "rewards/chosen": -0.01119181141257286, + "rewards/margins": 0.0017801759531721473, + "rewards/rejected": -0.012971988879144192, + "step": 10 + }, + { + "epoch": 0.041884816753926704, + "grad_norm": 21.124698638916016, + "learning_rate": 1.9791666666666664e-07, + "log_odds_chosen": 0.24139347672462463, + "log_odds_ratio": -0.6791239976882935, + "logits/chosen": -0.6397651433944702, + "logits/rejected": -0.6568408608436584, + "logps/chosen": -1.1540690660476685, + "logps/rejected": -1.3257322311401367, + "loss": 5.8777, + "nll_loss": 1.4614884853363037, + "rewards/accuracies": 0.5687500238418579, + "rewards/chosen": -0.011540691368281841, + "rewards/margins": 0.0017166311154142022, + "rewards/rejected": -0.013257321901619434, + "step": 20 + }, + { + "epoch": 0.06282722513089005, + "grad_norm": 19.380123138427734, + "learning_rate": 3.020833333333333e-07, + "log_odds_chosen": 0.15998375415802002, + "log_odds_ratio": -0.715591549873352, + "logits/chosen": -0.6493812799453735, + "logits/rejected": -0.6421241164207458, + "logps/chosen": -1.0813921689987183, + "logps/rejected": -1.2045493125915527, + "loss": 5.9475, + "nll_loss": 1.485296607017517, + "rewards/accuracies": 0.5687500238418579, + "rewards/chosen": -0.010813921689987183, + "rewards/margins": 0.0012315715430304408, + "rewards/rejected": -0.01204549241811037, + "step": 30 + }, + { + "epoch": 0.08376963350785341, + "grad_norm": 16.27351188659668, + "learning_rate": 4.0625e-07, + "log_odds_chosen": 0.18812714517116547, + "log_odds_ratio": -0.7328466176986694, + "logits/chosen": -0.63264399766922, + "logits/rejected": -0.645917534828186, + "logps/chosen": -1.008213758468628, + "logps/rejected": -1.1435163021087646, + "loss": 5.7467, + "nll_loss": 1.3937628269195557, + "rewards/accuracies": 0.5562499761581421, + "rewards/chosen": -0.010082137770950794, + "rewards/margins": 0.0013530252035707235, + "rewards/rejected": -0.011435163207352161, + "step": 40 + }, + { + "epoch": 0.10471204188481675, + "grad_norm": 14.714133262634277, + "learning_rate": 4.999932966293553e-07, + "log_odds_chosen": 0.18715843558311462, + "log_odds_ratio": -0.7093220949172974, + "logits/chosen": -0.6608070135116577, + "logits/rejected": -0.6796087026596069, + "logps/chosen": -0.9801030158996582, + "logps/rejected": -1.10386061668396, + "loss": 5.7231, + "nll_loss": 1.4938442707061768, + "rewards/accuracies": 0.565625011920929, + "rewards/chosen": -0.009801030158996582, + "rewards/margins": 0.0012375751975923777, + "rewards/rejected": -0.011038605123758316, + "step": 50 + }, + { + "epoch": 0.1256544502617801, + "grad_norm": 15.548501014709473, + "learning_rate": 4.991893270335525e-07, + "log_odds_chosen": 0.13172771036624908, + "log_odds_ratio": -0.7336539030075073, + "logits/chosen": -0.6106709241867065, + "logits/rejected": -0.620617687702179, + "logps/chosen": -1.0109319686889648, + "logps/rejected": -1.118139624595642, + "loss": 5.7263, + "nll_loss": 1.4132804870605469, + "rewards/accuracies": 0.5625, + "rewards/chosen": -0.010109319351613522, + "rewards/margins": 0.0010720762657001615, + "rewards/rejected": -0.011181396432220936, + "step": 60 + }, + { + "epoch": 0.14659685863874344, + "grad_norm": 11.627691268920898, + "learning_rate": 4.970496218214204e-07, + "log_odds_chosen": 0.2610163390636444, + "log_odds_ratio": -0.6738774180412292, + "logits/chosen": -0.585883378982544, + "logits/rejected": -0.5932791829109192, + "logps/chosen": -0.9574364423751831, + "logps/rejected": -1.1436620950698853, + "loss": 5.5467, + "nll_loss": 1.4156994819641113, + "rewards/accuracies": 0.590624988079071, + "rewards/chosen": -0.009574364870786667, + "rewards/margins": 0.0018622549250721931, + "rewards/rejected": -0.011436618864536285, + "step": 70 + }, + { + "epoch": 0.16753926701570682, + "grad_norm": 10.594218254089355, + "learning_rate": 4.935856505068998e-07, + "log_odds_chosen": 0.2706550061702728, + "log_odds_ratio": -0.6398797035217285, + "logits/chosen": -0.5370240211486816, + "logits/rejected": -0.5456986427307129, + "logps/chosen": -0.9297056198120117, + "logps/rejected": -1.09745454788208, + "loss": 5.4389, + "nll_loss": 1.3115617036819458, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -0.009297055192291737, + "rewards/margins": 0.0016774894902482629, + "rewards/rejected": -0.010974545031785965, + "step": 80 + }, + { + "epoch": 0.18848167539267016, + "grad_norm": 9.036905288696289, + "learning_rate": 4.8881598109976e-07, + "log_odds_chosen": 0.22219958901405334, + "log_odds_ratio": -0.678338348865509, + "logits/chosen": -0.5145021677017212, + "logits/rejected": -0.5317824482917786, + "logps/chosen": -0.9497036933898926, + "logps/rejected": -1.101233959197998, + "loss": 5.4486, + "nll_loss": 1.3097865581512451, + "rewards/accuracies": 0.565625011920929, + "rewards/chosen": -0.009497037157416344, + "rewards/margins": 0.0015153035055845976, + "rewards/rejected": -0.01101233996450901, + "step": 90 + }, + { + "epoch": 0.2094240837696335, + "grad_norm": 8.396464347839355, + "learning_rate": 4.827661805750437e-07, + "log_odds_chosen": 0.29178586602211, + "log_odds_ratio": -0.6671258211135864, + "logits/chosen": -0.4934987425804138, + "logits/rejected": -0.515052855014801, + "logps/chosen": -0.9019988179206848, + "logps/rejected": -1.0930007696151733, + "loss": 5.3924, + "nll_loss": 1.2699394226074219, + "rewards/accuracies": 0.6343749761581421, + "rewards/chosen": -0.009019988588988781, + "rewards/margins": 0.0019100181525573134, + "rewards/rejected": -0.010930007323622704, + "step": 100 + }, + { + "epoch": 0.23036649214659685, + "grad_norm": 8.834160804748535, + "learning_rate": 4.75468677825789e-07, + "log_odds_chosen": 0.37880703806877136, + "log_odds_ratio": -0.6369461417198181, + "logits/chosen": -0.4875544607639313, + "logits/rejected": -0.5104657411575317, + "logps/chosen": -0.8797906637191772, + "logps/rejected": -1.1241319179534912, + "loss": 5.3743, + "nll_loss": 1.3109803199768066, + "rewards/accuracies": 0.65625, + "rewards/chosen": -0.008797907270491123, + "rewards/margins": 0.002443410689011216, + "rewards/rejected": -0.01124131865799427, + "step": 110 + }, + { + "epoch": 0.2513089005235602, + "grad_norm": 7.755215644836426, + "learning_rate": 4.669625898336438e-07, + "log_odds_chosen": 0.191465824842453, + "log_odds_ratio": -0.7049621343612671, + "logits/chosen": -0.5096135139465332, + "logits/rejected": -0.51964271068573, + "logps/chosen": -0.9437309503555298, + "logps/rejected": -1.0870112180709839, + "loss": 5.2767, + "nll_loss": 1.3031724691390991, + "rewards/accuracies": 0.59375, + "rewards/chosen": -0.00943730864673853, + "rewards/margins": 0.001432802644558251, + "rewards/rejected": -0.010870112106204033, + "step": 120 + }, + { + "epoch": 0.27225130890052357, + "grad_norm": 8.79680347442627, + "learning_rate": 4.5729351198915705e-07, + "log_odds_chosen": 0.10129977762699127, + "log_odds_ratio": -0.7444788813591003, + "logits/chosen": -0.5232862234115601, + "logits/rejected": -0.5057969093322754, + "logps/chosen": -0.9433780908584595, + "logps/rejected": -1.0080385208129883, + "loss": 5.3749, + "nll_loss": 1.321378469467163, + "rewards/accuracies": 0.5218750238418579, + "rewards/chosen": -0.009433778934180737, + "rewards/margins": 0.0006466054474003613, + "rewards/rejected": -0.010080385021865368, + "step": 130 + }, + { + "epoch": 0.2931937172774869, + "grad_norm": 8.298604965209961, + "learning_rate": 4.4651327368569684e-07, + "log_odds_chosen": 0.15155552327632904, + "log_odds_ratio": -0.7214217185974121, + "logits/chosen": -0.526405930519104, + "logits/rejected": -0.5193445086479187, + "logps/chosen": -0.9357401728630066, + "logps/rejected": -1.0443140268325806, + "loss": 5.3026, + "nll_loss": 1.3262240886688232, + "rewards/accuracies": 0.534375011920929, + "rewards/chosen": -0.009357400238513947, + "rewards/margins": 0.0010857387678697705, + "rewards/rejected": -0.010443138889968395, + "step": 140 + }, + { + "epoch": 0.31413612565445026, + "grad_norm": 8.639591217041016, + "learning_rate": 4.346796604970912e-07, + "log_odds_chosen": 0.31407707929611206, + "log_odds_ratio": -0.6722251772880554, + "logits/chosen": -0.5174251198768616, + "logits/rejected": -0.5082064867019653, + "logps/chosen": -0.8792362213134766, + "logps/rejected": -1.0834535360336304, + "loss": 5.2925, + "nll_loss": 1.304610252380371, + "rewards/accuracies": 0.581250011920929, + "rewards/chosen": -0.008792361244559288, + "rewards/margins": 0.0020421738736331463, + "rewards/rejected": -0.010834535583853722, + "step": 150 + }, + { + "epoch": 0.33507853403141363, + "grad_norm": 8.277928352355957, + "learning_rate": 4.218561044282098e-07, + "log_odds_chosen": 0.2669292092323303, + "log_odds_ratio": -0.6675515174865723, + "logits/chosen": -0.5230351686477661, + "logits/rejected": -0.5290777087211609, + "logps/chosen": -0.9324489831924438, + "logps/rejected": -1.1104564666748047, + "loss": 5.3537, + "nll_loss": 1.3643314838409424, + "rewards/accuracies": 0.5718749761581421, + "rewards/chosen": -0.009324489161372185, + "rewards/margins": 0.0017800761852413416, + "rewards/rejected": -0.011104565113782883, + "step": 160 + }, + { + "epoch": 0.35602094240837695, + "grad_norm": 8.850061416625977, + "learning_rate": 4.081113438988443e-07, + "log_odds_chosen": 0.2744578719139099, + "log_odds_ratio": -0.6702545881271362, + "logits/chosen": -0.49922794103622437, + "logits/rejected": -0.5103174448013306, + "logps/chosen": -0.9047120809555054, + "logps/rejected": -1.0733238458633423, + "loss": 5.2741, + "nll_loss": 1.3267205953598022, + "rewards/accuracies": 0.559374988079071, + "rewards/chosen": -0.009047120809555054, + "rewards/margins": 0.0016861179610714316, + "rewards/rejected": -0.010733239352703094, + "step": 170 + }, + { + "epoch": 0.3769633507853403, + "grad_norm": 8.881376266479492, + "learning_rate": 3.935190552834828e-07, + "log_odds_chosen": 0.23824062943458557, + "log_odds_ratio": -0.6932843923568726, + "logits/chosen": -0.4861333966255188, + "logits/rejected": -0.5041022896766663, + "logps/chosen": -0.8888905644416809, + "logps/rejected": -1.0255122184753418, + "loss": 5.259, + "nll_loss": 1.3062529563903809, + "rewards/accuracies": 0.59375, + "rewards/chosen": -0.008888904936611652, + "rewards/margins": 0.0013662164565175772, + "rewards/rejected": -0.010255122557282448, + "step": 180 + }, + { + "epoch": 0.39790575916230364, + "grad_norm": 9.558187484741211, + "learning_rate": 3.781574579820464e-07, + "log_odds_chosen": 0.3100183606147766, + "log_odds_ratio": -0.6493682265281677, + "logits/chosen": -0.5123935341835022, + "logits/rejected": -0.5036609768867493, + "logps/chosen": -0.8575283885002136, + "logps/rejected": -1.0392427444458008, + "loss": 5.265, + "nll_loss": 1.317764163017273, + "rewards/accuracies": 0.5843750238418579, + "rewards/chosen": -0.008575284853577614, + "rewards/margins": 0.001817143289372325, + "rewards/rejected": -0.010392428375780582, + "step": 190 + }, + { + "epoch": 0.418848167539267, + "grad_norm": 9.175705909729004, + "learning_rate": 3.621088951385353e-07, + "log_odds_chosen": 0.33279526233673096, + "log_odds_ratio": -0.6604114770889282, + "logits/chosen": -0.5108372569084167, + "logits/rejected": -0.5279550552368164, + "logps/chosen": -0.9044734835624695, + "logps/rejected": -1.117700219154358, + "loss": 5.2395, + "nll_loss": 1.313854455947876, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -0.009044734761118889, + "rewards/margins": 0.0021322660613805056, + "rewards/rejected": -0.01117700058966875, + "step": 200 + }, + { + "epoch": 0.418848167539267, + "eval_log_odds_chosen": 0.28363677859306335, + "eval_log_odds_ratio": -0.6567826271057129, + "eval_logits/chosen": -0.5067907571792603, + "eval_logits/rejected": -0.493470162153244, + "eval_logps/chosen": -0.8826000690460205, + "eval_logps/rejected": -1.067192792892456, + "eval_loss": 1.264377236366272, + "eval_nll_loss": 1.2560975551605225, + "eval_rewards/accuracies": 0.600806474685669, + "eval_rewards/chosen": -0.008825999684631824, + "eval_rewards/margins": 0.0018459270941093564, + "eval_rewards/rejected": -0.010671926662325859, + "eval_runtime": 45.0179, + "eval_samples_per_second": 44.427, + "eval_steps_per_second": 1.399, + "step": 200 + }, + { + "epoch": 0.4397905759162304, + "grad_norm": 10.455543518066406, + "learning_rate": 3.454593922550693e-07, + "log_odds_chosen": 0.26851850748062134, + "log_odds_ratio": -0.6904939413070679, + "logits/chosen": -0.4954306483268738, + "logits/rejected": -0.4978114068508148, + "logps/chosen": -0.8825132250785828, + "logps/rejected": -1.0579698085784912, + "loss": 5.316, + "nll_loss": 1.309258222579956, + "rewards/accuracies": 0.606249988079071, + "rewards/chosen": -0.008825132623314857, + "rewards/margins": 0.0017545666778460145, + "rewards/rejected": -0.010579698719084263, + "step": 210 + }, + { + "epoch": 0.4607329842931937, + "grad_norm": 10.91032886505127, + "learning_rate": 3.2829819606729477e-07, + "log_odds_chosen": 0.25027215480804443, + "log_odds_ratio": -0.6841479539871216, + "logits/chosen": -0.5188068151473999, + "logits/rejected": -0.504177451133728, + "logps/chosen": -0.9375869035720825, + "logps/rejected": -1.0952080488204956, + "loss": 5.2055, + "nll_loss": 1.3260114192962646, + "rewards/accuracies": 0.565625011920929, + "rewards/chosen": -0.009375869296491146, + "rewards/margins": 0.0015762097900733352, + "rewards/rejected": -0.01095207966864109, + "step": 220 + }, + { + "epoch": 0.4816753926701571, + "grad_norm": 13.497580528259277, + "learning_rate": 3.1071729615293424e-07, + "log_odds_chosen": 0.18811996281147003, + "log_odds_ratio": -0.7035666704177856, + "logits/chosen": -0.5260552763938904, + "logits/rejected": -0.510788083076477, + "logps/chosen": -0.9514686465263367, + "logps/rejected": -1.060083031654358, + "loss": 5.1571, + "nll_loss": 1.2953994274139404, + "rewards/accuracies": 0.5375000238418579, + "rewards/chosen": -0.009514686651527882, + "rewards/margins": 0.0010861435439437628, + "rewards/rejected": -0.010600829496979713, + "step": 230 + }, + { + "epoch": 0.5026178010471204, + "grad_norm": 11.768831253051758, + "learning_rate": 2.9281093183781403e-07, + "log_odds_chosen": 0.32460492849349976, + "log_odds_ratio": -0.6687750816345215, + "logits/chosen": -0.46817174553871155, + "logits/rejected": -0.4911385476589203, + "logps/chosen": -0.8718591928482056, + "logps/rejected": -1.053980827331543, + "loss": 5.1916, + "nll_loss": 1.2509262561798096, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -0.00871859211474657, + "rewards/margins": 0.001821216195821762, + "rewards/rejected": -0.010539808310568333, + "step": 240 + }, + { + "epoch": 0.5235602094240838, + "grad_norm": 13.659006118774414, + "learning_rate": 2.7467508704251135e-07, + "log_odds_chosen": 0.2745344638824463, + "log_odds_ratio": -0.6745666861534119, + "logits/chosen": -0.5158644914627075, + "logits/rejected": -0.5093538165092468, + "logps/chosen": -0.8866285085678101, + "logps/rejected": -1.0590866804122925, + "loss": 5.1928, + "nll_loss": 1.305888295173645, + "rewards/accuracies": 0.5531250238418579, + "rewards/chosen": -0.008866284973919392, + "rewards/margins": 0.00172458216547966, + "rewards/rejected": -0.010590866208076477, + "step": 250 + }, + { + "epoch": 0.5445026178010471, + "grad_norm": 14.492527961730957, + "learning_rate": 2.5640697577740815e-07, + "log_odds_chosen": 0.26566964387893677, + "log_odds_ratio": -0.6708006858825684, + "logits/chosen": -0.5190873146057129, + "logits/rejected": -0.5259062051773071, + "logps/chosen": -0.8882888555526733, + "logps/rejected": -1.0456405878067017, + "loss": 5.1412, + "nll_loss": 1.265944004058838, + "rewards/accuracies": 0.590624988079071, + "rewards/chosen": -0.008882888592779636, + "rewards/margins": 0.0015735173365101218, + "rewards/rejected": -0.010456404648721218, + "step": 260 + }, + { + "epoch": 0.5654450261780105, + "grad_norm": 15.814299583435059, + "learning_rate": 2.381045210440644e-07, + "log_odds_chosen": 0.23130980134010315, + "log_odds_ratio": -0.7191926836967468, + "logits/chosen": -0.5003880262374878, + "logits/rejected": -0.48836550116539, + "logps/chosen": -0.8919955492019653, + "logps/rejected": -1.045290470123291, + "loss": 5.026, + "nll_loss": 1.2595463991165161, + "rewards/accuracies": 0.559374988079071, + "rewards/chosen": -0.008919955231249332, + "rewards/margins": 0.0015329491579905152, + "rewards/rejected": -0.010452903807163239, + "step": 270 + }, + { + "epoch": 0.5863874345549738, + "grad_norm": 16.75997543334961, + "learning_rate": 2.1986582993616925e-07, + "log_odds_chosen": 0.3688739538192749, + "log_odds_ratio": -0.6330865621566772, + "logits/chosen": -0.5016785860061646, + "logits/rejected": -0.5119304656982422, + "logps/chosen": -0.8641098141670227, + "logps/rejected": -1.1013071537017822, + "loss": 5.0293, + "nll_loss": 1.2116810083389282, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -0.008641098625957966, + "rewards/margins": 0.002371972892433405, + "rewards/rejected": -0.011013071052730083, + "step": 280 + }, + { + "epoch": 0.6073298429319371, + "grad_norm": 17.08208465576172, + "learning_rate": 2.0178866775369774e-07, + "log_odds_chosen": 0.2176806479692459, + "log_odds_ratio": -0.7151871919631958, + "logits/chosen": -0.49786868691444397, + "logits/rejected": -0.5026464462280273, + "logps/chosen": -0.9162432551383972, + "logps/rejected": -1.068025827407837, + "loss": 5.0736, + "nll_loss": 1.2801578044891357, + "rewards/accuracies": 0.5531250238418579, + "rewards/chosen": -0.00916243251413107, + "rewards/margins": 0.001517825061455369, + "rewards/rejected": -0.01068025641143322, + "step": 290 + }, + { + "epoch": 0.6282722513089005, + "grad_norm": 19.949918746948242, + "learning_rate": 1.839699339491937e-07, + "log_odds_chosen": 0.18358822166919708, + "log_odds_ratio": -0.6940725445747375, + "logits/chosen": -0.5160781145095825, + "logits/rejected": -0.5093048810958862, + "logps/chosen": -0.9349120855331421, + "logps/rejected": -1.053973913192749, + "loss": 4.9283, + "nll_loss": 1.2697252035140991, + "rewards/accuracies": 0.5625, + "rewards/chosen": -0.00934912171214819, + "rewards/margins": 0.0011906183790415525, + "rewards/rejected": -0.010539740324020386, + "step": 300 + }, + { + "epoch": 0.6492146596858639, + "grad_norm": 18.484830856323242, + "learning_rate": 1.6650514271527465e-07, + "log_odds_chosen": 0.20549292862415314, + "log_odds_ratio": -0.7036994695663452, + "logits/chosen": -0.5009588599205017, + "logits/rejected": -0.48482465744018555, + "logps/chosen": -0.8928836584091187, + "logps/rejected": -1.007062554359436, + "loss": 4.9485, + "nll_loss": 1.2219517230987549, + "rewards/accuracies": 0.5531250238418579, + "rewards/chosen": -0.00892883725464344, + "rewards/margins": 0.0011417880887165666, + "rewards/rejected": -0.010070623829960823, + "step": 310 + }, + { + "epoch": 0.6701570680628273, + "grad_norm": 15.437707901000977, + "learning_rate": 1.4948791099758052e-07, + "log_odds_chosen": 0.2843065857887268, + "log_odds_ratio": -0.6758512258529663, + "logits/chosen": -0.5303715467453003, + "logits/rejected": -0.530095636844635, + "logps/chosen": -0.920501708984375, + "logps/rejected": -1.1022217273712158, + "loss": 5.0943, + "nll_loss": 1.2833216190338135, + "rewards/accuracies": 0.5625, + "rewards/chosen": -0.009205018170177937, + "rewards/margins": 0.00181719905231148, + "rewards/rejected": -0.011022215709090233, + "step": 320 + }, + { + "epoch": 0.6910994764397905, + "grad_norm": 15.229772567749023, + "learning_rate": 1.3300945667758012e-07, + "log_odds_chosen": 0.3193449079990387, + "log_odds_ratio": -0.6650776267051697, + "logits/chosen": -0.520767092704773, + "logits/rejected": -0.5018462538719177, + "logps/chosen": -0.9000827074050903, + "logps/rejected": -1.0957286357879639, + "loss": 5.1075, + "nll_loss": 1.2375710010528564, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -0.009000827558338642, + "rewards/margins": 0.001956457272171974, + "rewards/rejected": -0.010957283899188042, + "step": 330 + }, + { + "epoch": 0.7120418848167539, + "grad_norm": 12.496045112609863, + "learning_rate": 1.1715810961514072e-07, + "log_odds_chosen": 0.3133091330528259, + "log_odds_ratio": -0.6810437440872192, + "logits/chosen": -0.5330361127853394, + "logits/rejected": -0.5395983457565308, + "logps/chosen": -0.9298146963119507, + "logps/rejected": -1.1273194551467896, + "loss": 5.1375, + "nll_loss": 1.2518556118011475, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -0.00929814763367176, + "rewards/margins": 0.0019750469364225864, + "rewards/rejected": -0.011273193173110485, + "step": 340 + }, + { + "epoch": 0.7329842931937173, + "grad_norm": 12.056753158569336, + "learning_rate": 1.0201883817182949e-07, + "log_odds_chosen": 0.2855184078216553, + "log_odds_ratio": -0.6681550741195679, + "logits/chosen": -0.5056412220001221, + "logits/rejected": -0.5043959021568298, + "logps/chosen": -0.9035753011703491, + "logps/rejected": -1.097712516784668, + "loss": 5.0573, + "nll_loss": 1.2399346828460693, + "rewards/accuracies": 0.6187499761581421, + "rewards/chosen": -0.009035754017531872, + "rewards/margins": 0.0019413719419389963, + "rewards/rejected": -0.010977125726640224, + "step": 350 + }, + { + "epoch": 0.7539267015706806, + "grad_norm": 10.219555854797363, + "learning_rate": 8.76727937529367e-08, + "log_odds_chosen": 0.2616792321205139, + "log_odds_ratio": -0.6761180758476257, + "logits/chosen": -0.5021784901618958, + "logits/rejected": -0.5104162693023682, + "logps/chosen": -0.8949702978134155, + "logps/rejected": -1.065882682800293, + "loss": 5.0549, + "nll_loss": 1.2354400157928467, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.0089497035369277, + "rewards/margins": 0.0017091237241402268, + "rewards/rejected": -0.010658827610313892, + "step": 360 + }, + { + "epoch": 0.774869109947644, + "grad_norm": 9.729683876037598, + "learning_rate": 7.419687580962222e-08, + "log_odds_chosen": 0.3590267598628998, + "log_odds_ratio": -0.6520247459411621, + "logits/chosen": -0.528827428817749, + "logits/rejected": -0.5364798903465271, + "logps/chosen": -0.8705722689628601, + "logps/rejected": -1.088714838027954, + "loss": 5.0822, + "nll_loss": 1.28533935546875, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -0.00870572216808796, + "rewards/margins": 0.002181424992159009, + "rewards/rejected": -0.01088714599609375, + "step": 370 + }, + { + "epoch": 0.7958115183246073, + "grad_norm": 8.4192533493042, + "learning_rate": 6.166331963291519e-08, + "log_odds_chosen": 0.16738846898078918, + "log_odds_ratio": -0.7240005135536194, + "logits/chosen": -0.4927976131439209, + "logits/rejected": -0.48198264837265015, + "logps/chosen": -0.8879655599594116, + "logps/rejected": -1.0060501098632812, + "loss": 5.079, + "nll_loss": 1.2799310684204102, + "rewards/accuracies": 0.5562499761581421, + "rewards/chosen": -0.008879655972123146, + "rewards/margins": 0.0011808457784354687, + "rewards/rejected": -0.010060502216219902, + "step": 380 + }, + { + "epoch": 0.8167539267015707, + "grad_norm": 8.200337409973145, + "learning_rate": 5.013930914912476e-08, + "log_odds_chosen": 0.22408561408519745, + "log_odds_ratio": -0.6869050860404968, + "logits/chosen": -0.5221595764160156, + "logits/rejected": -0.5140419602394104, + "logps/chosen": -0.8862568140029907, + "logps/rejected": -1.033087134361267, + "loss": 4.9446, + "nll_loss": 1.249403715133667, + "rewards/accuracies": 0.565625011920929, + "rewards/chosen": -0.008862568065524101, + "rewards/margins": 0.0014683037297800183, + "rewards/rejected": -0.010330872610211372, + "step": 390 + }, + { + "epoch": 0.837696335078534, + "grad_norm": 8.371641159057617, + "learning_rate": 3.968661679220467e-08, + "log_odds_chosen": 0.2015990912914276, + "log_odds_ratio": -0.7086056470870972, + "logits/chosen": -0.5080100893974304, + "logits/rejected": -0.5066760182380676, + "logps/chosen": -0.8951946496963501, + "logps/rejected": -1.034939169883728, + "loss": 4.9046, + "nll_loss": 1.2675601243972778, + "rewards/accuracies": 0.546875, + "rewards/chosen": -0.008951946161687374, + "rewards/margins": 0.0013974455650895834, + "rewards/rejected": -0.010349391028285027, + "step": 400 + }, + { + "epoch": 0.837696335078534, + "eval_log_odds_chosen": 0.2856575548648834, + "eval_log_odds_ratio": -0.6565335392951965, + "eval_logits/chosen": -0.5022188425064087, + "eval_logits/rejected": -0.48727092146873474, + "eval_logps/chosen": -0.8758360147476196, + "eval_logps/rejected": -1.060706615447998, + "eval_loss": 1.224434733390808, + "eval_nll_loss": 1.217404842376709, + "eval_rewards/accuracies": 0.6028226017951965, + "eval_rewards/chosen": -0.008758360520005226, + "eval_rewards/margins": 0.0018487058114260435, + "eval_rewards/rejected": -0.010607065632939339, + "eval_runtime": 44.2456, + "eval_samples_per_second": 45.202, + "eval_steps_per_second": 1.424, + "step": 400 + }, + { + "epoch": 0.8586387434554974, + "grad_norm": 7.9049577713012695, + "learning_rate": 3.036127238347164e-08, + "log_odds_chosen": 0.2682987153530121, + "log_odds_ratio": -0.6803867816925049, + "logits/chosen": -0.5115852355957031, + "logits/rejected": -0.4977447986602783, + "logps/chosen": -0.8711401224136353, + "logps/rejected": -1.0264394283294678, + "loss": 4.9707, + "nll_loss": 1.2559094429016113, + "rewards/accuracies": 0.5687500238418579, + "rewards/chosen": -0.00871140044182539, + "rewards/margins": 0.001552992849610746, + "rewards/rejected": -0.010264393873512745, + "step": 410 + }, + { + "epoch": 0.8795811518324608, + "grad_norm": 8.560924530029297, + "learning_rate": 2.2213262793589482e-08, + "log_odds_chosen": 0.3053427040576935, + "log_odds_ratio": -0.6574885845184326, + "logits/chosen": -0.4770349860191345, + "logits/rejected": -0.47626155614852905, + "logps/chosen": -0.8793102502822876, + "logps/rejected": -1.0621235370635986, + "loss": 4.9777, + "nll_loss": 1.1874935626983643, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -0.008793102577328682, + "rewards/margins": 0.0018281324300915003, + "rewards/rejected": -0.010621235705912113, + "step": 420 + }, + { + "epoch": 0.900523560209424, + "grad_norm": 7.4246320724487305, + "learning_rate": 1.5286263996730026e-08, + "log_odds_chosen": 0.2607780992984772, + "log_odds_ratio": -0.698715329170227, + "logits/chosen": -0.5007373094558716, + "logits/rejected": -0.5147266387939453, + "logps/chosen": -0.8995779156684875, + "logps/rejected": -1.0742470026016235, + "loss": 4.9582, + "nll_loss": 1.2430001497268677, + "rewards/accuracies": 0.543749988079071, + "rewards/chosen": -0.008995778858661652, + "rewards/margins": 0.0017466908320784569, + "rewards/rejected": -0.010742468759417534, + "step": 430 + }, + { + "epoch": 0.9214659685863874, + "grad_norm": 7.529422283172607, + "learning_rate": 9.617406953185136e-09, + "log_odds_chosen": 0.341641902923584, + "log_odds_ratio": -0.6579716801643372, + "logits/chosen": -0.505264937877655, + "logits/rejected": -0.5192712545394897, + "logps/chosen": -0.8687723875045776, + "logps/rejected": -1.0708019733428955, + "loss": 5.1002, + "nll_loss": 1.2634742259979248, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": -0.008687724359333515, + "rewards/margins": 0.0020202945452183485, + "rewards/rejected": -0.010708019137382507, + "step": 440 + }, + { + "epoch": 0.9424083769633508, + "grad_norm": 7.834778785705566, + "learning_rate": 5.2370785753763356e-09, + "log_odds_chosen": 0.22981591522693634, + "log_odds_ratio": -0.6861775517463684, + "logits/chosen": -0.5010178089141846, + "logits/rejected": -0.5019730925559998, + "logps/chosen": -0.9211832284927368, + "logps/rejected": -1.0682731866836548, + "loss": 4.9999, + "nll_loss": 1.2437247037887573, + "rewards/accuracies": 0.5625, + "rewards/chosen": -0.009211831726133823, + "rewards/margins": 0.0014708999078720808, + "rewards/rejected": -0.010682731866836548, + "step": 450 + }, + { + "epoch": 0.9633507853403142, + "grad_norm": 8.3234224319458, + "learning_rate": 2.168758844148272e-09, + "log_odds_chosen": 0.23462414741516113, + "log_odds_ratio": -0.6922942996025085, + "logits/chosen": -0.49100571870803833, + "logits/rejected": -0.49131718277931213, + "logps/chosen": -0.9402503967285156, + "logps/rejected": -1.0789129734039307, + "loss": 4.9825, + "nll_loss": 1.2720887660980225, + "rewards/accuracies": 0.5531250238418579, + "rewards/chosen": -0.009402502328157425, + "rewards/margins": 0.001386628020554781, + "rewards/rejected": -0.010789131745696068, + "step": 460 + }, + { + "epoch": 0.9842931937172775, + "grad_norm": 8.285514831542969, + "learning_rate": 4.288949484559934e-10, + "log_odds_chosen": 0.2851186990737915, + "log_odds_ratio": -0.6771829128265381, + "logits/chosen": -0.5137313008308411, + "logits/rejected": -0.5017358064651489, + "logps/chosen": -0.8824328184127808, + "logps/rejected": -1.0701076984405518, + "loss": 5.0037, + "nll_loss": 1.2345225811004639, + "rewards/accuracies": 0.565625011920929, + "rewards/chosen": -0.008824328891932964, + "rewards/margins": 0.0018767483998090029, + "rewards/rejected": -0.010701077058911324, + "step": 470 + }, + { + "epoch": 0.9989528795811519, + "step": 477, + "total_flos": 0.0, + "train_loss": 5.24161350602124, + "train_runtime": 5082.9537, + "train_samples_per_second": 12.027, + "train_steps_per_second": 0.094 + } + ], + "logging_steps": 10, + "max_steps": 477, + "num_input_tokens_seen": 0, + "num_train_epochs": 1, + "save_steps": 500, + "stateful_callbacks": { + "TrainerControl": { + "args": { + "should_epoch_stop": false, + "should_evaluate": false, + "should_log": false, + "should_save": false, + "should_training_stop": false + }, + "attributes": {} + } + }, + "total_flos": 0.0, + "train_batch_size": 8, + "trial_name": null, + "trial_params": null +}