From d238cc8b5c3bbb41bc042edd50bce8e617b3f484 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 24 Apr 2026 16:00:00 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: jackf857/llama-3-8b-base-margin-dpo-hh-4xh100 Source: Original Platform --- .gitattributes | 36 + README.md | 63 + all_results.json | 9 + config.json | 29 + generation_config.json | 9 + model-00001-of-00007.safetensors | 3 + model-00002-of-00007.safetensors | 3 + model-00003-of-00007.safetensors | 3 + model-00004-of-00007.safetensors | 3 + model-00005-of-00007.safetensors | 3 + model-00006-of-00007.safetensors | 3 + model-00007-of-00007.safetensors | 3 + model.safetensors.index.json | 298 +++++ special_tokens_map.json | 23 + tokenizer.json | 3 + tokenizer_config.json | 2064 ++++++++++++++++++++++++++++++ train_results.json | 9 + trainer_state.json | 1048 +++++++++++++++ 18 files changed, 3612 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 all_results.json create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 model-00001-of-00007.safetensors create mode 100644 model-00002-of-00007.safetensors create mode 100644 model-00003-of-00007.safetensors create mode 100644 model-00004-of-00007.safetensors create mode 100644 model-00005-of-00007.safetensors create mode 100644 model-00006-of-00007.safetensors create mode 100644 model-00007-of-00007.safetensors create mode 100644 model.safetensors.index.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json create mode 100644 tokenizer_config.json create mode 100644 train_results.json create mode 100644 trainer_state.json 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..856f2db --- /dev/null +++ b/README.md @@ -0,0 +1,63 @@ +--- +library_name: transformers +license: llama3 +base_model: W-61/llama-3-8b-base-hh-harmless-sft-4xh100 +tags: +- alignment-handbook +- margin-dpo +- generated_from_trainer +datasets: +- Anthropic/hh-rlhf +model-index: +- name: llama-3-8b-base-margin-dpo-hh-4xh100 + results: [] +--- + + + +# llama-3-8b-base-margin-dpo-hh-4xh100 + +This model is a fine-tuned version of [W-61/llama-3-8b-base-hh-harmless-sft-4xh100](https://huggingface.co/W-61/llama-3-8b-base-hh-harmless-sft-4xh100) on the Anthropic/hh-rlhf dataset. + +## 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: 4 +- eval_batch_size: 4 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 4 +- gradient_accumulation_steps: 8 +- total_train_batch_size: 128 +- total_eval_batch_size: 16 +- 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 + + + +### 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..3e593a9 --- /dev/null +++ b/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 0.9977324263038548, + "total_flos": 0.0, + "train_loss": 4.569111451235685, + "train_runtime": 1865.9225, + "train_samples": 42336, + "train_samples_per_second": 22.689, + "train_steps_per_second": 0.177 +} \ 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/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..9238e88 --- /dev/null +++ b/model-00001-of-00007.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33f177ce7d392caa2a4b4d42a8a3278bbcce39247d869048725469ee3e85ffbd +size 4886466168 diff --git a/model-00002-of-00007.safetensors b/model-00002-of-00007.safetensors new file mode 100644 index 0000000..9a91b1c --- /dev/null +++ b/model-00002-of-00007.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ae903283a7022e52851c7384df01f298dfa0117710b2e5f7240faaee1411c93 +size 4832007448 diff --git a/model-00003-of-00007.safetensors b/model-00003-of-00007.safetensors new file mode 100644 index 0000000..343fb1b --- /dev/null +++ b/model-00003-of-00007.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eaa14f6010c810d7629ac0a964e4694c08d5a92a5bddf0b055085459c4296000 +size 4999813112 diff --git a/model-00004-of-00007.safetensors b/model-00004-of-00007.safetensors new file mode 100644 index 0000000..542cba5 --- /dev/null +++ b/model-00004-of-00007.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c2a0d98af7e2f30d788df917287c01ae6020cd6da6811e3adb882c4beca76d3 +size 4999813128 diff --git a/model-00005-of-00007.safetensors b/model-00005-of-00007.safetensors new file mode 100644 index 0000000..efebcd8 --- /dev/null +++ b/model-00005-of-00007.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b227279e9fad86f8bd5135363413d4318d14dfa968f90515037494c96d851d0 +size 4832007496 diff --git a/model-00006-of-00007.safetensors b/model-00006-of-00007.safetensors new file mode 100644 index 0000000..53215f4 --- /dev/null +++ b/model-00006-of-00007.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2edc55abf3bf69e6dc9a15369863cd4a62961394be7812e5de698a5b4de4aca1 +size 4999813120 diff --git a/model-00007-of-00007.safetensors b/model-00007-of-00007.safetensors new file mode 100644 index 0000000..8b285ec --- /dev/null +++ b/model-00007-of-00007.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7afd53747ac5aa5ed85e3ddecf1b0cec24b17337022fb39ab3b60f3aebf57d2 +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..3e593a9 --- /dev/null +++ b/train_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 0.9977324263038548, + "total_flos": 0.0, + "train_loss": 4.569111451235685, + "train_runtime": 1865.9225, + "train_samples": 42336, + "train_samples_per_second": 22.689, + "train_steps_per_second": 0.177 +} \ No newline at end of file diff --git a/trainer_state.json b/trainer_state.json new file mode 100644 index 0000000..c4fa3ce --- /dev/null +++ b/trainer_state.json @@ -0,0 +1,1048 @@ +{ + "best_global_step": null, + "best_metric": null, + "best_model_checkpoint": null, + "epoch": 0.9977324263038548, + "eval_steps": 500, + "global_step": 330, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.0030234315948601664, + "grad_norm": 81.58016967773438, + "learning_rate": 0.0, + "logits/chosen": 0.23480726778507233, + "logits/rejected": 0.21675193309783936, + "logps/chosen": -61.14366912841797, + "logps/ref_chosen": -61.123748779296875, + "logps/ref_rejected": -71.40178680419922, + "logps/rejected": -71.51543426513672, + "loss": 5.5395, + "margin_dpo/margin_mean": 0.09371411800384521, + "margin_dpo/margin_std": 0.3346460461616516, + "step": 1 + }, + { + "epoch": 0.015117157974300832, + "grad_norm": 90.00988006591797, + "learning_rate": 6.060606060606061e-08, + "logits/chosen": 0.16730807721614838, + "logits/rejected": 0.12714773416519165, + "logps/chosen": -70.84980773925781, + "logps/ref_chosen": -70.824462890625, + "logps/ref_rejected": -94.2794418334961, + "logps/rejected": -94.26243591308594, + "loss": 5.5601, + "margin_dpo/margin_mean": -0.042349204421043396, + "margin_dpo/margin_std": 0.2587328553199768, + "step": 5 + }, + { + "epoch": 0.030234315948601664, + "grad_norm": 90.63359832763672, + "learning_rate": 1.3636363636363635e-07, + "logits/chosen": 0.17656652629375458, + "logits/rejected": 0.14827647805213928, + "logps/chosen": -67.78923034667969, + "logps/ref_chosen": -67.75859832763672, + "logps/ref_rejected": -93.46939849853516, + "logps/rejected": -93.48274993896484, + "loss": 5.5391, + "margin_dpo/margin_mean": -0.01728438213467598, + "margin_dpo/margin_std": 0.2816511392593384, + "step": 10 + }, + { + "epoch": 0.045351473922902494, + "grad_norm": 98.18887329101562, + "learning_rate": 2.121212121212121e-07, + "logits/chosen": 0.20216646790504456, + "logits/rejected": 0.14840646088123322, + "logps/chosen": -68.50216674804688, + "logps/ref_chosen": -68.47833251953125, + "logps/ref_rejected": -95.5621109008789, + "logps/rejected": -95.56497955322266, + "loss": 5.5485, + "margin_dpo/margin_mean": -0.020975470542907715, + "margin_dpo/margin_std": 0.28279370069503784, + "step": 15 + }, + { + "epoch": 0.06046863189720333, + "grad_norm": 123.30350494384766, + "learning_rate": 2.878787878787879e-07, + "logits/chosen": 0.173910990357399, + "logits/rejected": 0.16142013669013977, + "logps/chosen": -74.85772705078125, + "logps/ref_chosen": -74.8140869140625, + "logps/ref_rejected": -87.42041015625, + "logps/rejected": -87.47251892089844, + "loss": 5.5388, + "margin_dpo/margin_mean": 0.008459245786070824, + "margin_dpo/margin_std": 0.24091216921806335, + "step": 20 + }, + { + "epoch": 0.07558578987150416, + "grad_norm": 88.44825744628906, + "learning_rate": 3.636363636363636e-07, + "logits/chosen": 0.16035175323486328, + "logits/rejected": 0.13576187193393707, + "logps/chosen": -67.19379425048828, + "logps/ref_chosen": -67.13701629638672, + "logps/ref_rejected": -75.0597152709961, + "logps/rejected": -75.19458770751953, + "loss": 5.5267, + "margin_dpo/margin_mean": 0.07809482514858246, + "margin_dpo/margin_std": 0.2976154685020447, + "step": 25 + }, + { + "epoch": 0.09070294784580499, + "grad_norm": 84.55319213867188, + "learning_rate": 4.3939393939393937e-07, + "logits/chosen": 0.17548812925815582, + "logits/rejected": 0.1398809403181076, + "logps/chosen": -63.702415466308594, + "logps/ref_chosen": -63.52486038208008, + "logps/ref_rejected": -87.17579650878906, + "logps/rejected": -87.42718505859375, + "loss": 5.5257, + "margin_dpo/margin_mean": 0.07383458316326141, + "margin_dpo/margin_std": 0.33446845412254333, + "step": 30 + }, + { + "epoch": 0.10582010582010581, + "grad_norm": 113.05147552490234, + "learning_rate": 4.999860140229787e-07, + "logits/chosen": 0.1826407015323639, + "logits/rejected": 0.14065364003181458, + "logps/chosen": -69.69740295410156, + "logps/ref_chosen": -69.33306884765625, + "logps/ref_rejected": -90.44664764404297, + "logps/rejected": -91.03494262695312, + "loss": 5.4862, + "margin_dpo/margin_mean": 0.2239576280117035, + "margin_dpo/margin_std": 0.5184648633003235, + "step": 35 + }, + { + "epoch": 0.12093726379440665, + "grad_norm": 88.12389373779297, + "learning_rate": 4.994966691179711e-07, + "logits/chosen": 0.19844599068164825, + "logits/rejected": 0.16636203229427338, + "logps/chosen": -62.56508255004883, + "logps/ref_chosen": -61.858070373535156, + "logps/ref_rejected": -80.20703887939453, + "logps/rejected": -81.1908950805664, + "loss": 5.4345, + "margin_dpo/margin_mean": 0.27684053778648376, + "margin_dpo/margin_std": 0.6676496267318726, + "step": 40 + }, + { + "epoch": 0.1360544217687075, + "grad_norm": 95.42424011230469, + "learning_rate": 4.983095894354857e-07, + "logits/chosen": 0.21447840332984924, + "logits/rejected": 0.17494550347328186, + "logps/chosen": -62.428611755371094, + "logps/ref_chosen": -61.316184997558594, + "logps/ref_rejected": -82.8878402709961, + "logps/rejected": -84.5842056274414, + "loss": 5.3562, + "margin_dpo/margin_mean": 0.5839391946792603, + "margin_dpo/margin_std": 0.9301155805587769, + "step": 45 + }, + { + "epoch": 0.15117157974300832, + "grad_norm": 101.37110900878906, + "learning_rate": 4.964280947263676e-07, + "logits/chosen": 0.2370089590549469, + "logits/rejected": 0.20617277920246124, + "logps/chosen": -72.69735717773438, + "logps/ref_chosen": -70.95834350585938, + "logps/ref_rejected": -90.73750305175781, + "logps/rejected": -93.19664001464844, + "loss": 5.3659, + "margin_dpo/margin_mean": 0.7201217412948608, + "margin_dpo/margin_std": 1.4574058055877686, + "step": 50 + }, + { + "epoch": 0.16628873771730915, + "grad_norm": 94.82052612304688, + "learning_rate": 4.938574467213517e-07, + "logits/chosen": 0.23567061126232147, + "logits/rejected": 0.2179073542356491, + "logps/chosen": -70.44107818603516, + "logps/ref_chosen": -67.76860046386719, + "logps/ref_rejected": -79.32777404785156, + "logps/rejected": -82.77432250976562, + "loss": 5.3203, + "margin_dpo/margin_mean": 0.7740915417671204, + "margin_dpo/margin_std": 1.9899765253067017, + "step": 55 + }, + { + "epoch": 0.18140589569160998, + "grad_norm": 87.9364242553711, + "learning_rate": 4.906048344162676e-07, + "logits/chosen": 0.29000595211982727, + "logits/rejected": 0.2418111115694046, + "logps/chosen": -70.21463012695312, + "logps/ref_chosen": -66.68450164794922, + "logps/ref_rejected": -94.57969665527344, + "logps/rejected": -99.15840148925781, + "loss": 5.2483, + "margin_dpo/margin_mean": 1.0485769510269165, + "margin_dpo/margin_std": 2.1871743202209473, + "step": 60 + }, + { + "epoch": 0.1965230536659108, + "grad_norm": 88.09169006347656, + "learning_rate": 4.866793539675126e-07, + "logits/chosen": 0.29900461435317993, + "logits/rejected": 0.2591327428817749, + "logps/chosen": -68.1446304321289, + "logps/ref_chosen": -63.981719970703125, + "logps/ref_rejected": -93.4894790649414, + "logps/rejected": -99.29120635986328, + "loss": 5.2102, + "margin_dpo/margin_mean": 1.6388165950775146, + "margin_dpo/margin_std": 3.181628704071045, + "step": 65 + }, + { + "epoch": 0.21164021164021163, + "grad_norm": 115.32525634765625, + "learning_rate": 4.820919832540181e-07, + "logits/chosen": 0.2913913130760193, + "logits/rejected": 0.2636095881462097, + "logps/chosen": -72.38068389892578, + "logps/ref_chosen": -67.56693267822266, + "logps/ref_rejected": -82.09600067138672, + "logps/rejected": -88.61162567138672, + "loss": 5.1673, + "margin_dpo/margin_mean": 1.7018649578094482, + "margin_dpo/margin_std": 3.521580219268799, + "step": 70 + }, + { + "epoch": 0.22675736961451248, + "grad_norm": 81.07879638671875, + "learning_rate": 4.768555511768486e-07, + "logits/chosen": 0.3089480400085449, + "logits/rejected": 0.2643401324748993, + "logps/chosen": -68.97869873046875, + "logps/ref_chosen": -63.85206985473633, + "logps/ref_rejected": -95.73777770996094, + "logps/rejected": -102.76531982421875, + "loss": 5.2271, + "margin_dpo/margin_mean": 1.900897741317749, + "margin_dpo/margin_std": 3.6623237133026123, + "step": 75 + }, + { + "epoch": 0.2418745275888133, + "grad_norm": 75.76371002197266, + "learning_rate": 4.7098470178228755e-07, + "logits/chosen": 0.26771390438079834, + "logits/rejected": 0.25195786356925964, + "logps/chosen": -71.69243621826172, + "logps/ref_chosen": -66.58103942871094, + "logps/ref_rejected": -79.17964172363281, + "logps/rejected": -85.94296264648438, + "loss": 5.048, + "margin_dpo/margin_mean": 1.6519315242767334, + "margin_dpo/margin_std": 3.1414542198181152, + "step": 80 + }, + { + "epoch": 0.25699168556311414, + "grad_norm": 93.39420318603516, + "learning_rate": 4.6449585330874425e-07, + "logits/chosen": 0.3026628792285919, + "logits/rejected": 0.2860621213912964, + "logps/chosen": -72.08036041259766, + "logps/ref_chosen": -66.16217041015625, + "logps/ref_rejected": -74.4969711303711, + "logps/rejected": -81.99044036865234, + "loss": 4.9839, + "margin_dpo/margin_mean": 1.5752999782562256, + "margin_dpo/margin_std": 3.1635475158691406, + "step": 85 + }, + { + "epoch": 0.272108843537415, + "grad_norm": 87.9010009765625, + "learning_rate": 4.5740715227200897e-07, + "logits/chosen": 0.3158201277256012, + "logits/rejected": 0.27566593885421753, + "logps/chosen": -70.36933135986328, + "logps/ref_chosen": -63.90424728393555, + "logps/ref_rejected": -84.99391174316406, + "logps/rejected": -94.2701644897461, + "loss": 4.8563, + "margin_dpo/margin_mean": 2.811182737350464, + "margin_dpo/margin_std": 3.8479418754577637, + "step": 90 + }, + { + "epoch": 0.2872260015117158, + "grad_norm": 87.73194885253906, + "learning_rate": 4.4973842271726024e-07, + "logits/chosen": 0.30465131998062134, + "logits/rejected": 0.28732430934906006, + "logps/chosen": -77.35557556152344, + "logps/ref_chosen": -69.69574737548828, + "logps/ref_rejected": -86.1413803100586, + "logps/rejected": -96.3828125, + "loss": 4.8249, + "margin_dpo/margin_mean": 2.5815961360931396, + "margin_dpo/margin_std": 4.658370494842529, + "step": 95 + }, + { + "epoch": 0.30234315948601664, + "grad_norm": 125.7916030883789, + "learning_rate": 4.415111107797445e-07, + "logits/chosen": 0.3128359615802765, + "logits/rejected": 0.2995418310165405, + "logps/chosen": -75.94481658935547, + "logps/ref_chosen": -67.1341323852539, + "logps/ref_rejected": -76.26823425292969, + "logps/rejected": -87.71977996826172, + "loss": 4.7625, + "margin_dpo/margin_mean": 2.640864133834839, + "margin_dpo/margin_std": 4.733086585998535, + "step": 100 + }, + { + "epoch": 0.31746031746031744, + "grad_norm": 86.5322036743164, + "learning_rate": 4.327482247091679e-07, + "logits/chosen": 0.32607540488243103, + "logits/rejected": 0.257303923368454, + "logps/chosen": -79.38796997070312, + "logps/ref_chosen": -68.39376068115234, + "logps/ref_rejected": -109.96052551269531, + "logps/rejected": -124.94000244140625, + "loss": 4.6261, + "margin_dpo/margin_mean": 3.985279083251953, + "margin_dpo/margin_std": 5.20723819732666, + "step": 105 + }, + { + "epoch": 0.3325774754346183, + "grad_norm": 149.49224853515625, + "learning_rate": 4.234742705255272e-07, + "logits/chosen": 0.3160625696182251, + "logits/rejected": 0.2818891406059265, + "logps/chosen": -81.50082397460938, + "logps/ref_chosen": -69.2634048461914, + "logps/ref_rejected": -86.07990264892578, + "logps/rejected": -102.79105377197266, + "loss": 4.5827, + "margin_dpo/margin_mean": 4.473735332489014, + "margin_dpo/margin_std": 6.190529823303223, + "step": 110 + }, + { + "epoch": 0.3476946334089191, + "grad_norm": 90.54156494140625, + "learning_rate": 4.137151834863213e-07, + "logits/chosen": 0.3247663080692291, + "logits/rejected": 0.2914278209209442, + "logps/chosen": -69.39289855957031, + "logps/ref_chosen": -56.60735321044922, + "logps/ref_rejected": -84.99754333496094, + "logps/rejected": -102.23129272460938, + "loss": 4.4996, + "margin_dpo/margin_mean": 4.448202133178711, + "margin_dpo/margin_std": 6.064272880554199, + "step": 115 + }, + { + "epoch": 0.36281179138321995, + "grad_norm": 94.05331420898438, + "learning_rate": 4.0349825555680045e-07, + "logits/chosen": 0.3232622742652893, + "logits/rejected": 0.292279452085495, + "logps/chosen": -87.42243957519531, + "logps/ref_chosen": -73.8878173828125, + "logps/ref_rejected": -85.6266098022461, + "logps/rejected": -103.971435546875, + "loss": 4.5135, + "margin_dpo/margin_mean": 4.81019401550293, + "margin_dpo/margin_std": 7.502870082855225, + "step": 120 + }, + { + "epoch": 0.3779289493575208, + "grad_norm": 142.06993103027344, + "learning_rate": 3.9285205908608934e-07, + "logits/chosen": 0.3267795145511627, + "logits/rejected": 0.31954893469810486, + "logps/chosen": -79.02787017822266, + "logps/ref_chosen": -67.94248962402344, + "logps/ref_rejected": -77.52119445800781, + "logps/rejected": -94.49152374267578, + "loss": 4.4618, + "margin_dpo/margin_mean": 5.884944915771484, + "margin_dpo/margin_std": 7.9281463623046875, + "step": 125 + }, + { + "epoch": 0.3930461073318216, + "grad_norm": 106.90230560302734, + "learning_rate": 3.818063669026256e-07, + "logits/chosen": 0.3250274062156677, + "logits/rejected": 0.3016881048679352, + "logps/chosen": -74.74659729003906, + "logps/ref_chosen": -64.16435241699219, + "logps/ref_rejected": -80.56021881103516, + "logps/rejected": -96.44326782226562, + "loss": 4.3914, + "margin_dpo/margin_mean": 5.300816535949707, + "margin_dpo/margin_std": 8.750526428222656, + "step": 130 + }, + { + "epoch": 0.40816326530612246, + "grad_norm": 98.56690216064453, + "learning_rate": 3.7039206905237656e-07, + "logits/chosen": 0.35155966877937317, + "logits/rejected": 0.3246091604232788, + "logps/chosen": -74.25929260253906, + "logps/ref_chosen": -64.49832916259766, + "logps/ref_rejected": -79.48457336425781, + "logps/rejected": -95.14707946777344, + "loss": 4.387, + "margin_dpo/margin_mean": 5.901560306549072, + "margin_dpo/margin_std": 8.794408798217773, + "step": 135 + }, + { + "epoch": 0.42328042328042326, + "grad_norm": 90.99429321289062, + "learning_rate": 3.586410864126781e-07, + "logits/chosen": 0.3063794672489166, + "logits/rejected": 0.2815917134284973, + "logps/chosen": -79.69918823242188, + "logps/ref_chosen": -69.09117889404297, + "logps/ref_rejected": -82.47627258300781, + "logps/rejected": -99.3084487915039, + "loss": 4.2096, + "margin_dpo/margin_mean": 6.2241644859313965, + "margin_dpo/margin_std": 9.110525131225586, + "step": 140 + }, + { + "epoch": 0.4383975812547241, + "grad_norm": 95.44803619384766, + "learning_rate": 3.465862814232821e-07, + "logits/chosen": 0.3120853900909424, + "logits/rejected": 0.29045969247817993, + "logps/chosen": -73.12217712402344, + "logps/ref_chosen": -63.355613708496094, + "logps/ref_rejected": -80.33558654785156, + "logps/rejected": -97.30397033691406, + "loss": 4.152, + "margin_dpo/margin_mean": 7.2018280029296875, + "margin_dpo/margin_std": 9.665465354919434, + "step": 145 + }, + { + "epoch": 0.45351473922902497, + "grad_norm": 105.1060562133789, + "learning_rate": 3.3426136618426043e-07, + "logits/chosen": 0.3459467589855194, + "logits/rejected": 0.3136577606201172, + "logps/chosen": -82.36650085449219, + "logps/ref_chosen": -68.49040985107422, + "logps/ref_rejected": -86.91236877441406, + "logps/rejected": -107.78336334228516, + "loss": 4.1192, + "margin_dpo/margin_mean": 6.994899749755859, + "margin_dpo/margin_std": 10.663551330566406, + "step": 150 + }, + { + "epoch": 0.46863189720332576, + "grad_norm": 108.24873352050781, + "learning_rate": 3.2170080817777257e-07, + "logits/chosen": 0.38198521733283997, + "logits/rejected": 0.33321067690849304, + "logps/chosen": -67.14759826660156, + "logps/ref_chosen": -52.3751220703125, + "logps/ref_rejected": -86.2134017944336, + "logps/rejected": -108.62422180175781, + "loss": 4.551, + "margin_dpo/margin_mean": 7.638341426849365, + "margin_dpo/margin_std": 8.237049102783203, + "step": 155 + }, + { + "epoch": 0.4837490551776266, + "grad_norm": 304.49713134765625, + "learning_rate": 3.0893973387735683e-07, + "logits/chosen": 0.35799717903137207, + "logits/rejected": 0.3205992877483368, + "logps/chosen": -74.4216537475586, + "logps/ref_chosen": -60.02544403076172, + "logps/ref_rejected": -82.36589050292969, + "logps/rejected": -104.4999771118164, + "loss": 4.3222, + "margin_dpo/margin_mean": 7.7378830909729, + "margin_dpo/margin_std": 10.117125511169434, + "step": 160 + }, + { + "epoch": 0.4988662131519274, + "grad_norm": 134.80690002441406, + "learning_rate": 2.9601383051430505e-07, + "logits/chosen": 0.3366810381412506, + "logits/rejected": 0.30750972032546997, + "logps/chosen": -75.96559143066406, + "logps/ref_chosen": -62.833656311035156, + "logps/ref_rejected": -78.71475982666016, + "logps/rejected": -99.648193359375, + "loss": 4.2507, + "margin_dpo/margin_mean": 7.801492214202881, + "margin_dpo/margin_std": 8.849695205688477, + "step": 165 + }, + { + "epoch": 0.5139833711262283, + "grad_norm": 82.21798706054688, + "learning_rate": 2.8295924627584004e-07, + "logits/chosen": 0.3062411844730377, + "logits/rejected": 0.26870957016944885, + "logps/chosen": -79.08585357666016, + "logps/ref_chosen": -64.85685729980469, + "logps/ref_rejected": -86.95464324951172, + "logps/rejected": -108.34187316894531, + "loss": 4.3014, + "margin_dpo/margin_mean": 7.158215522766113, + "margin_dpo/margin_std": 9.102995872497559, + "step": 170 + }, + { + "epoch": 0.5291005291005291, + "grad_norm": 96.37153625488281, + "learning_rate": 2.698124892141971e-07, + "logits/chosen": 0.3409620225429535, + "logits/rejected": 0.31324949860572815, + "logps/chosen": -82.41763305664062, + "logps/ref_chosen": -68.58393859863281, + "logps/ref_rejected": -87.6428451538086, + "logps/rejected": -108.9012680053711, + "loss": 4.2173, + "margin_dpo/margin_mean": 7.424722194671631, + "margin_dpo/margin_std": 9.777175903320312, + "step": 175 + }, + { + "epoch": 0.54421768707483, + "grad_norm": 96.39199829101562, + "learning_rate": 2.5661032514931834e-07, + "logits/chosen": 0.33950427174568176, + "logits/rejected": 0.2805086672306061, + "logps/chosen": -78.31340026855469, + "logps/ref_chosen": -64.23633575439453, + "logps/ref_rejected": -93.94469451904297, + "logps/rejected": -116.1845703125, + "loss": 4.2657, + "margin_dpo/margin_mean": 8.162816047668457, + "margin_dpo/margin_std": 11.162989616394043, + "step": 180 + }, + { + "epoch": 0.5593348450491308, + "grad_norm": 182.84828186035156, + "learning_rate": 2.4338967485068164e-07, + "logits/chosen": 0.32963842153549194, + "logits/rejected": 0.2764475643634796, + "logps/chosen": -69.95085144042969, + "logps/ref_chosen": -58.443382263183594, + "logps/ref_rejected": -90.00855255126953, + "logps/rejected": -109.18995666503906, + "loss": 4.1988, + "margin_dpo/margin_mean": 7.6739397048950195, + "margin_dpo/margin_std": 9.626836776733398, + "step": 185 + }, + { + "epoch": 0.5744520030234316, + "grad_norm": 91.07161712646484, + "learning_rate": 2.3018751078580283e-07, + "logits/chosen": 0.3513370752334595, + "logits/rejected": 0.31120267510414124, + "logps/chosen": -69.91144561767578, + "logps/ref_chosen": -59.20270919799805, + "logps/ref_rejected": -80.10565185546875, + "logps/rejected": -98.33421325683594, + "loss": 4.3202, + "margin_dpo/margin_mean": 7.519822597503662, + "margin_dpo/margin_std": 10.744632720947266, + "step": 190 + }, + { + "epoch": 0.5895691609977324, + "grad_norm": 102.23469543457031, + "learning_rate": 2.170407537241599e-07, + "logits/chosen": 0.3388921618461609, + "logits/rejected": 0.31254586577415466, + "logps/chosen": -83.7293701171875, + "logps/ref_chosen": -71.23518371582031, + "logps/ref_rejected": -87.15229797363281, + "logps/rejected": -105.95997619628906, + "loss": 4.2702, + "margin_dpo/margin_mean": 6.3134870529174805, + "margin_dpo/margin_std": 9.368511199951172, + "step": 195 + }, + { + "epoch": 0.6046863189720333, + "grad_norm": 137.64295959472656, + "learning_rate": 2.0398616948569493e-07, + "logits/chosen": 0.3222205638885498, + "logits/rejected": 0.2856692671775818, + "logps/chosen": -87.09626770019531, + "logps/ref_chosen": -75.97196960449219, + "logps/ref_rejected": -96.42564392089844, + "logps/rejected": -115.5928955078125, + "loss": 4.146, + "margin_dpo/margin_mean": 8.04294204711914, + "margin_dpo/margin_std": 9.636971473693848, + "step": 200 + }, + { + "epoch": 0.6198034769463341, + "grad_norm": 85.71459197998047, + "learning_rate": 1.9106026612264315e-07, + "logits/chosen": 0.3130974769592285, + "logits/rejected": 0.2715243697166443, + "logps/chosen": -72.00007629394531, + "logps/ref_chosen": -62.02211380004883, + "logps/ref_rejected": -76.29920196533203, + "logps/rejected": -93.18082427978516, + "loss": 3.9771, + "margin_dpo/margin_mean": 6.903660774230957, + "margin_dpo/margin_std": 9.337553024291992, + "step": 205 + }, + { + "epoch": 0.6349206349206349, + "grad_norm": 196.58677673339844, + "learning_rate": 1.782991918222275e-07, + "logits/chosen": 0.296235591173172, + "logits/rejected": 0.2868461012840271, + "logps/chosen": -72.46338653564453, + "logps/ref_chosen": -60.48310470581055, + "logps/ref_rejected": -72.61172485351562, + "logps/rejected": -90.38494873046875, + "loss": 4.3204, + "margin_dpo/margin_mean": 5.792932987213135, + "margin_dpo/margin_std": 10.098730087280273, + "step": 210 + }, + { + "epoch": 0.6500377928949358, + "grad_norm": 165.42698669433594, + "learning_rate": 1.6573863381573954e-07, + "logits/chosen": 0.31669360399246216, + "logits/rejected": 0.2738528847694397, + "logps/chosen": -74.34906005859375, + "logps/ref_chosen": -63.61262130737305, + "logps/ref_rejected": -81.14451599121094, + "logps/rejected": -99.35204315185547, + "loss": 4.317, + "margin_dpo/margin_mean": 7.471091270446777, + "margin_dpo/margin_std": 9.406660079956055, + "step": 215 + }, + { + "epoch": 0.6651549508692366, + "grad_norm": 126.4444580078125, + "learning_rate": 1.534137185767178e-07, + "logits/chosen": 0.3267589211463928, + "logits/rejected": 0.29430729150772095, + "logps/chosen": -70.58761596679688, + "logps/ref_chosen": -59.307090759277344, + "logps/ref_rejected": -79.07124328613281, + "logps/rejected": -98.34722900390625, + "loss": 4.2117, + "margin_dpo/margin_mean": 7.995469570159912, + "margin_dpo/margin_std": 10.366331100463867, + "step": 220 + }, + { + "epoch": 0.6802721088435374, + "grad_norm": 199.91612243652344, + "learning_rate": 1.4135891358732205e-07, + "logits/chosen": 0.32855069637298584, + "logits/rejected": 0.2847681939601898, + "logps/chosen": -69.90028381347656, + "logps/ref_chosen": -57.278472900390625, + "logps/ref_rejected": -80.68949890136719, + "logps/rejected": -101.09757995605469, + "loss": 4.1752, + "margin_dpo/margin_mean": 7.786253452301025, + "margin_dpo/margin_std": 8.894170761108398, + "step": 225 + }, + { + "epoch": 0.6953892668178382, + "grad_norm": 112.55675506591797, + "learning_rate": 1.2960793094762345e-07, + "logits/chosen": 0.31637102365493774, + "logits/rejected": 0.2705737352371216, + "logps/chosen": -67.14997863769531, + "logps/ref_chosen": -55.35211181640625, + "logps/ref_rejected": -74.94232177734375, + "logps/rejected": -93.53108215332031, + "loss": 4.0339, + "margin_dpo/margin_mean": 6.790894508361816, + "margin_dpo/margin_std": 8.641973495483398, + "step": 230 + }, + { + "epoch": 0.7105064247921391, + "grad_norm": 112.31910705566406, + "learning_rate": 1.1819363309737438e-07, + "logits/chosen": 0.308750182390213, + "logits/rejected": 0.281294584274292, + "logps/chosen": -85.90498352050781, + "logps/ref_chosen": -72.5401611328125, + "logps/ref_rejected": -87.4328842163086, + "logps/rejected": -108.58726501464844, + "loss": 4.0637, + "margin_dpo/margin_mean": 7.789558410644531, + "margin_dpo/margin_std": 8.866066932678223, + "step": 235 + }, + { + "epoch": 0.7256235827664399, + "grad_norm": 185.29803466796875, + "learning_rate": 1.0714794091391072e-07, + "logits/chosen": 0.26519325375556946, + "logits/rejected": 0.22336944937705994, + "logps/chosen": -76.12914276123047, + "logps/ref_chosen": -63.8089714050293, + "logps/ref_rejected": -82.06550598144531, + "logps/rejected": -101.86104583740234, + "loss": 4.3151, + "margin_dpo/margin_mean": 7.475350856781006, + "margin_dpo/margin_std": 10.75648021697998, + "step": 240 + }, + { + "epoch": 0.7407407407407407, + "grad_norm": 149.37997436523438, + "learning_rate": 9.650174444319956e-08, + "logits/chosen": 0.30272477865219116, + "logits/rejected": 0.254997581243515, + "logps/chosen": -84.19644165039062, + "logps/ref_chosen": -70.94512939453125, + "logps/ref_rejected": -93.30872344970703, + "logps/rejected": -113.64608001708984, + "loss": 4.3435, + "margin_dpo/margin_mean": 7.086047172546387, + "margin_dpo/margin_std": 9.911200523376465, + "step": 245 + }, + { + "epoch": 0.7558578987150416, + "grad_norm": 140.13421630859375, + "learning_rate": 8.628481651367875e-08, + "logits/chosen": 0.3051221966743469, + "logits/rejected": 0.2856391370296478, + "logps/chosen": -80.27454376220703, + "logps/ref_chosen": -69.08379364013672, + "logps/ref_rejected": -80.87445831298828, + "logps/rejected": -99.18595886230469, + "loss": 4.3199, + "margin_dpo/margin_mean": 7.1207475662231445, + "margin_dpo/margin_std": 9.214082717895508, + "step": 250 + }, + { + "epoch": 0.7709750566893424, + "grad_norm": 304.12945556640625, + "learning_rate": 7.652572947447272e-08, + "logits/chosen": 0.32066917419433594, + "logits/rejected": 0.28739050030708313, + "logps/chosen": -71.73036193847656, + "logps/ref_chosen": -60.4463005065918, + "logps/ref_rejected": -81.14623260498047, + "logps/rejected": -100.41820526123047, + "loss": 4.1994, + "margin_dpo/margin_mean": 7.987916469573975, + "margin_dpo/margin_std": 9.643037796020508, + "step": 255 + }, + { + "epoch": 0.7860922146636432, + "grad_norm": 105.7574691772461, + "learning_rate": 6.725177529083209e-08, + "logits/chosen": 0.3291199207305908, + "logits/rejected": 0.28542113304138184, + "logps/chosen": -69.7227554321289, + "logps/ref_chosen": -56.893035888671875, + "logps/ref_rejected": -75.53782653808594, + "logps/rejected": -94.80742645263672, + "loss": 4.2701, + "margin_dpo/margin_mean": 6.439896583557129, + "margin_dpo/margin_std": 9.173990249633789, + "step": 260 + }, + { + "epoch": 0.8012093726379441, + "grad_norm": 233.89466857910156, + "learning_rate": 5.848888922025552e-08, + "logits/chosen": 0.30791908502578735, + "logits/rejected": 0.2965497076511383, + "logps/chosen": -85.73365783691406, + "logps/ref_chosen": -73.87647247314453, + "logps/ref_rejected": -87.94293212890625, + "logps/rejected": -107.0521469116211, + "loss": 4.3947, + "margin_dpo/margin_mean": 7.252041816711426, + "margin_dpo/margin_std": 9.087135314941406, + "step": 265 + }, + { + "epoch": 0.8163265306122449, + "grad_norm": 147.993896484375, + "learning_rate": 5.026157728273966e-08, + "logits/chosen": 0.34359079599380493, + "logits/rejected": 0.30148428678512573, + "logps/chosen": -74.4441146850586, + "logps/ref_chosen": -62.79448318481445, + "logps/ref_rejected": -83.41739654541016, + "logps/rejected": -102.64530944824219, + "loss": 4.1986, + "margin_dpo/margin_mean": 7.578291416168213, + "margin_dpo/margin_std": 8.663103103637695, + "step": 270 + }, + { + "epoch": 0.8314436885865457, + "grad_norm": 155.3345489501953, + "learning_rate": 4.259284772799099e-08, + "logits/chosen": 0.3387976288795471, + "logits/rejected": 0.31123754382133484, + "logps/chosen": -84.95855712890625, + "logps/ref_chosen": -72.84954833984375, + "logps/ref_rejected": -83.61592102050781, + "logps/rejected": -103.26789855957031, + "loss": 4.087, + "margin_dpo/margin_mean": 7.54297399520874, + "margin_dpo/margin_std": 8.927976608276367, + "step": 275 + }, + { + "epoch": 0.8465608465608465, + "grad_norm": 287.4856872558594, + "learning_rate": 3.550414669125573e-08, + "logits/chosen": 0.31973937153816223, + "logits/rejected": 0.2855887711048126, + "logps/chosen": -82.02851867675781, + "logps/ref_chosen": -69.28929138183594, + "logps/ref_rejected": -91.50147247314453, + "logps/rejected": -111.91573333740234, + "loss": 4.1572, + "margin_dpo/margin_mean": 7.6750168800354, + "margin_dpo/margin_std": 9.739129066467285, + "step": 280 + }, + { + "epoch": 0.8616780045351474, + "grad_norm": 226.05104064941406, + "learning_rate": 2.9015298217712453e-08, + "logits/chosen": 0.3073372542858124, + "logits/rejected": 0.26051101088523865, + "logps/chosen": -69.77713012695312, + "logps/ref_chosen": -59.243553161621094, + "logps/ref_rejected": -84.64031219482422, + "logps/rejected": -103.9446792602539, + "loss": 3.9796, + "margin_dpo/margin_mean": 8.770793914794922, + "margin_dpo/margin_std": 9.0573148727417, + "step": 285 + }, + { + "epoch": 0.8767951625094482, + "grad_norm": 85.13925170898438, + "learning_rate": 2.3144448823151392e-08, + "logits/chosen": 0.33762457966804504, + "logits/rejected": 0.3229420781135559, + "logps/chosen": -85.04512023925781, + "logps/ref_chosen": -72.36077117919922, + "logps/ref_rejected": -79.59184265136719, + "logps/rejected": -98.2451171875, + "loss": 4.3675, + "margin_dpo/margin_mean": 5.968916416168213, + "margin_dpo/margin_std": 8.47230339050293, + "step": 290 + }, + { + "epoch": 0.891912320483749, + "grad_norm": 309.4778747558594, + "learning_rate": 1.7908016745981856e-08, + "logits/chosen": 0.34688106179237366, + "logits/rejected": 0.31043171882629395, + "logps/chosen": -72.95063781738281, + "logps/ref_chosen": -60.1508674621582, + "logps/ref_rejected": -82.7198486328125, + "logps/rejected": -102.7656478881836, + "loss": 4.2038, + "margin_dpo/margin_mean": 7.2460432052612305, + "margin_dpo/margin_std": 9.161026000976562, + "step": 295 + }, + { + "epoch": 0.9070294784580499, + "grad_norm": 99.49198913574219, + "learning_rate": 1.3320646032487393e-08, + "logits/chosen": 0.32416361570358276, + "logits/rejected": 0.27511733770370483, + "logps/chosen": -63.5518913269043, + "logps/ref_chosen": -52.43305587768555, + "logps/ref_rejected": -72.8746566772461, + "logps/rejected": -90.66789245605469, + "loss": 4.4178, + "margin_dpo/margin_mean": 6.674383640289307, + "margin_dpo/margin_std": 8.800198554992676, + "step": 300 + }, + { + "epoch": 0.9221466364323507, + "grad_norm": 233.15171813964844, + "learning_rate": 9.395165583732379e-09, + "logits/chosen": 0.3059995770454407, + "logits/rejected": 0.29525426030158997, + "logps/chosen": -76.87275695800781, + "logps/ref_chosen": -65.71403503417969, + "logps/ref_rejected": -77.94856262207031, + "logps/rejected": -96.7153549194336, + "loss": 4.1559, + "margin_dpo/margin_mean": 7.6080756187438965, + "margin_dpo/margin_std": 9.828929901123047, + "step": 305 + }, + { + "epoch": 0.9372637944066515, + "grad_norm": 172.29246520996094, + "learning_rate": 6.142553278648238e-09, + "logits/chosen": 0.30058151483535767, + "logits/rejected": 0.2866828441619873, + "logps/chosen": -79.814208984375, + "logps/ref_chosen": -68.97371673583984, + "logps/ref_rejected": -81.00027465820312, + "logps/rejected": -100.09336853027344, + "loss": 4.1113, + "margin_dpo/margin_mean": 8.252619743347168, + "margin_dpo/margin_std": 8.724787712097168, + "step": 310 + }, + { + "epoch": 0.9523809523809523, + "grad_norm": 125.14547729492188, + "learning_rate": 3.5719052736323806e-09, + "logits/chosen": 0.35351628065109253, + "logits/rejected": 0.31507110595703125, + "logps/chosen": -72.15638732910156, + "logps/ref_chosen": -61.5161247253418, + "logps/ref_rejected": -87.0755844116211, + "logps/rejected": -105.89952087402344, + "loss": 4.0851, + "margin_dpo/margin_mean": 8.183670997619629, + "margin_dpo/margin_std": 9.665485382080078, + "step": 315 + }, + { + "epoch": 0.9674981103552532, + "grad_norm": 307.77130126953125, + "learning_rate": 1.690410564514244e-09, + "logits/chosen": 0.33188897371292114, + "logits/rejected": 0.296653687953949, + "logps/chosen": -84.79729461669922, + "logps/ref_chosen": -72.22561645507812, + "logps/ref_rejected": -89.82965087890625, + "logps/rejected": -109.34381103515625, + "loss": 4.1523, + "margin_dpo/margin_mean": 6.942486763000488, + "margin_dpo/margin_std": 9.199056625366211, + "step": 320 + }, + { + "epoch": 0.982615268329554, + "grad_norm": 99.29190826416016, + "learning_rate": 5.033308820289184e-10, + "logits/chosen": 0.30717378854751587, + "logits/rejected": 0.271228551864624, + "logps/chosen": -76.24370574951172, + "logps/ref_chosen": -63.10752487182617, + "logps/ref_rejected": -82.31756591796875, + "logps/rejected": -102.01248168945312, + "loss": 4.143, + "margin_dpo/margin_mean": 6.558733940124512, + "margin_dpo/margin_std": 9.522359848022461, + "step": 325 + }, + { + "epoch": 0.9977324263038548, + "grad_norm": 134.73052978515625, + "learning_rate": 1.3985977021235829e-11, + "logits/chosen": 0.33866098523139954, + "logits/rejected": 0.29104405641555786, + "logps/chosen": -79.09715270996094, + "logps/ref_chosen": -67.11092376708984, + "logps/ref_rejected": -92.10676574707031, + "logps/rejected": -112.00486755371094, + "loss": 4.2478, + "margin_dpo/margin_mean": 7.911886692047119, + "margin_dpo/margin_std": 10.329122543334961, + "step": 330 + }, + { + "epoch": 0.9977324263038548, + "step": 330, + "total_flos": 0.0, + "train_loss": 4.569111451235685, + "train_runtime": 1865.9225, + "train_samples_per_second": 22.689, + "train_steps_per_second": 0.177 + } + ], + "logging_steps": 5, + "max_steps": 330, + "num_input_tokens_seen": 0, + "num_train_epochs": 1, + "save_steps": 50, + "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": 4, + "trial_name": null, + "trial_params": null +}