From 88415a11d727a7d511aa415fbb73a66b53ba5833 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 15 May 2026 05:21:36 +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: li-muyang/zephyr-7b-gemma-dpo Source: Original Platform --- .gitattributes | 36 + README.md | 73 ++ all_results.json | 9 + config.json | 36 + eval_results.json | 16 + generation_config.json | 9 + model-00001-of-00003.safetensors | 3 + model-00001-of-00004.safetensors | 3 + model-00002-of-00003.safetensors | 3 + model-00002-of-00004.safetensors | 3 + model-00003-of-00003.safetensors | 3 + model-00003-of-00004.safetensors | 3 + model-00004-of-00004.safetensors | 3 + model.safetensors.index.json | 298 +++++ special_tokens_map.json | 23 + tokenizer.json | 3 + tokenizer.model | 3 + tokenizer_config.json | 2063 ++++++++++++++++++++++++++++++ train_results.json | 9 + trainer_state.json | 239 ++++ training_args.bin | 3 + 21 files changed, 2841 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-00003.safetensors create mode 100644 model-00001-of-00004.safetensors create mode 100644 model-00002-of-00003.safetensors create mode 100644 model-00002-of-00004.safetensors create mode 100644 model-00003-of-00003.safetensors create mode 100644 model-00003-of-00004.safetensors create mode 100644 model-00004-of-00004.safetensors create mode 100644 model.safetensors.index.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json create mode 100644 tokenizer.model create mode 100644 tokenizer_config.json create mode 100644 train_results.json create mode 100644 trainer_state.json create mode 100644 training_args.bin 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..9ab4844 --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +library_name: transformers +tags: +- trl +- dpo +- generated_from_trainer +model-index: +- name: zephyr-7b-gemma-dpo + results: [] +--- + + + +# zephyr-7b-gemma-dpo + +This model was trained from scratch on an unknown dataset. +It achieves the following results on the evaluation set: +- Loss: 0.5287 +- Rewards/chosen: 0.4753 +- Rewards/rejected: -0.1181 +- Rewards/accuracies: 0.7708 +- Rewards/margins: 0.5934 +- Logps/rejected: -326.4217 +- Logps/chosen: -277.1591 +- Logits/rejected: -1.3248 +- Logits/chosen: -1.3362 + +## 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: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 4 +- total_train_batch_size: 128 +- total_eval_batch_size: 64 +- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.1 +- num_epochs: 2 + +### Training results + +| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen | +|:-------------:|:------:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:| +| 0.5532 | 0.9858 | 52 | 0.5591 | 0.4980 | 0.0692 | 0.7604 | 0.4288 | -322.6760 | -276.7043 | -1.3205 | -1.3316 | +| 0.4562 | 1.9716 | 104 | 0.5287 | 0.4753 | -0.1181 | 0.7708 | 0.5934 | -326.4217 | -277.1591 | -1.3248 | -1.3362 | + + +### Framework versions + +- Transformers 4.45.2 +- Pytorch 2.5.1+rocm6.2 +- Datasets 3.2.0 +- Tokenizers 0.20.3 diff --git a/all_results.json b/all_results.json new file mode 100644 index 0000000..cd5da2d --- /dev/null +++ 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"rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.45.2", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/eval_results.json b/eval_results.json new file mode 100644 index 0000000..f00a8b7 --- /dev/null +++ b/eval_results.json @@ -0,0 +1,16 @@ +{ + "epoch": 1.971563981042654, + "eval_logits/chosen": 361.1391296386719, + "eval_logits/rejected": 364.19622802734375, + "eval_logps/chosen": -373.9752197265625, + "eval_logps/rejected": -463.1776123046875, + "eval_loss": 0.5127096176147461, + "eval_rewards/accuracies": 0.7446808218955994, + "eval_rewards/chosen": -2.441816806793213, + "eval_rewards/margins": 1.8080488443374634, + "eval_rewards/rejected": -4.2498650550842285, + "eval_runtime": 85.5361, + "eval_samples": 750, + 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