From 8a58a992dc8c81e5771fb1ad21541808fbfcfcae Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 25 Apr 2026 12:06:49 +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-r-dpo-ultrafeedback-4xh200 Source: Original Platform --- .gitattributes | 36 + README.md | 78 ++ all_results.json | 24 + config.json | 29 + eval_results.json | 18 + 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 | 895 +++++++++++++ 19 files changed, 3507 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 all_results.json create mode 100644 config.json create mode 100644 eval_results.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..8c83432 --- /dev/null +++ b/README.md @@ -0,0 +1,78 @@ +--- +library_name: transformers +base_model: W-61/llama-3-8b-base-sft-ultrachat-8xh200 +tags: +- alignment-handbook +- r-dpo +- generated_from_trainer +datasets: +- HuggingFaceH4/ultrafeedback_binarized +model-index: +- name: llama-3-8b-base-r-dpo-ultrafeedback-4xh200 + results: [] +--- + + + +# llama-3-8b-base-r-dpo-ultrafeedback-4xh200 + +This model is a fine-tuned version of [W-61/llama-3-8b-base-sft-ultrachat-8xh200](https://huggingface.co/W-61/llama-3-8b-base-sft-ultrachat-8xh200) on the HuggingFaceH4/ultrafeedback_binarized dataset. +It achieves the following results on the evaluation set: +- Loss: 0.5080 +- R Dpo/chosen Len: 291.2620 +- R Dpo/rejected Len: 248.3960 +- R Dpo/length Delta: 42.8660 +- R Dpo/regularization Term: 0.0 +- Logps/chosen: -288.0679 +- Logps/rejected: -272.9751 +- Logps/ref Chosen: -289.1346 +- Logps/ref Rejected: -264.7782 +- Logits/chosen: -0.7442 +- Logits/rejected: -0.7460 + +## 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 + +| Training Loss | Epoch | Step | Validation Loss | R Dpo/chosen Len | R Dpo/rejected Len | R Dpo/length Delta | R Dpo/regularization Term | Logps/chosen | Logps/rejected | Logps/ref Chosen | Logps/ref Rejected | Logits/chosen | Logits/rejected | +|:-------------:|:------:|:----:|:---------------:|:----------------:|:------------------:|:------------------:|:-------------------------:|:------------:|:--------------:|:----------------:|:------------------:|:-------------:|:---------------:| +| 4.178 | 0.4188 | 200 | 0.5266 | 291.2620 | 248.3960 | 42.8660 | 0.0 | -287.2393 | -271.3152 | -289.1346 | -264.7782 | -0.7479 | -0.7490 | +| 4.0423 | 0.8377 | 400 | 0.5080 | 291.2620 | 248.3960 | 42.8660 | 0.0 | -288.0679 | -272.9751 | -289.1346 | -264.7782 | -0.7442 | -0.7460 | + + +### 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..600c7d9 --- /dev/null +++ b/all_results.json @@ -0,0 +1,24 @@ +{ + "epoch": 0.9989528795811519, + "eval_logits/chosen": -0.7394673824310303, + "eval_logits/rejected": -0.7407819628715515, + "eval_logps/chosen": -288.1478271484375, + "eval_logps/ref_chosen": 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"hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 8192, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": null, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "torch_dtype": "float32", + "transformers_version": "4.51.0", + "use_cache": true, + "vocab_size": 128256 +} diff --git a/eval_results.json b/eval_results.json new file mode 100644 index 0000000..0920fea --- /dev/null +++ b/eval_results.json @@ -0,0 +1,18 @@ +{ + "epoch": 0.9989528795811519, + "eval_logits/chosen": -0.7394673824310303, + "eval_logits/rejected": -0.7407819628715515, + "eval_logps/chosen": -288.1478271484375, + "eval_logps/ref_chosen": -289.1346435546875, + "eval_logps/ref_rejected": -264.7782287597656, + "eval_logps/rejected": -273.09014892578125, + "eval_loss": 0.5070626139640808, + 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