From 78abb4a951e55b37e16341c7400f2505cf329307 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 27 Apr 2026 23:02:38 +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-cpo-ultrafeedback-8xh200 Source: Original Platform --- .gitattributes | 36 + README.md | 77 ++ all_results.json | 23 + config.json | 29 + eval_results.json | 17 + 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 | 845 ++++++++++++ 19 files changed, 3454 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 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generated_from_trainer +datasets: +- HuggingFaceH4/ultrafeedback_binarized +model-index: +- name: llama-3-8b-base-cpo-ultrafeedback-8xh200 + results: [] +--- + + + +# llama-3-8b-base-cpo-ultrafeedback-8xh200 + +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: 5.6625 +- Rewards/chosen: -36.8871 +- Rewards/rejected: -38.7328 +- Rewards/accuracies: 0.625 +- Rewards/margins: 1.8457 +- Logps/rejected: -387.3283 +- Logps/chosen: -368.8713 +- Logits/rejected: -0.7502 +- Logits/chosen: -0.7660 +- Nll Loss: 1.3492 + +## 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: 8 +- gradient_accumulation_steps: 4 +- total_train_batch_size: 128 +- total_eval_batch_size: 32 +- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.1 +- num_epochs: 1 + +### Training results + +| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen | Nll Loss | +|:-------------:|:------:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|:--------:| +| 27.4789 | 0.4188 | 200 | 6.6576 | -34.2403 | -34.9452 | 0.5766 | 0.7050 | -349.4524 | -342.4026 | -0.7404 | -0.7582 | 1.2307 | +| 23.6103 | 0.8377 | 400 | 5.6625 | -36.8871 | -38.7328 | 0.625 | 1.8457 | -387.3283 | -368.8713 | -0.7502 | -0.7660 | 1.3492 | + + +### 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..4415e2d --- /dev/null +++ b/all_results.json @@ -0,0 +1,23 @@ +{ + "epoch": 0.9989528795811519, + "eval_logits/chosen": -0.7640536427497864, + "eval_logits/rejected": -0.7481772303581238, + "eval_logps/chosen": -382.6802062988281, + "eval_logps/rejected": -400.5572814941406, + "eval_loss": 5.6526360511779785, + "eval_nll_loss": 1.4057114124298096, + "eval_rewards/accuracies": 0.6169354915618896, + "eval_rewards/chosen": -38.26802062988281, + "eval_rewards/margins": 1.7877097129821777, + "eval_rewards/rejected": -40.05573272705078, + "eval_runtime": 22.8992, + "eval_samples": 2000, + "eval_samples_per_second": 87.339, + 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