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Model: guangyangnlp/Qwen3-4B-SFT-medical-1e-5 Source: Original Platform
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README.md
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README.md
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---
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library_name: transformers
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license: other
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base_model: Qwen/Qwen3-4B
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tags:
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- llama-factory
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- full
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- generated_from_trainer
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model-index:
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- name: medical-o1-sft-full-1e-5
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# medical-o1-sft-full-1e-5
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This model is a fine-tuned version of [Qwen/Qwen3-4B](https://huggingface.co/Qwen/Qwen3-4B) on the medical_o1_train dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.3088
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 1e-05
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- train_batch_size: 4
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 32
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- total_train_batch_size: 128
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- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_steps: 0.05
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- num_epochs: 3.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:------:|:----:|:---------------:|
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| 1.3952 | 0.3009 | 44 | 1.3628 |
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| 1.3153 | 0.6017 | 88 | 1.3319 |
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| 1.3174 | 0.9026 | 132 | 1.3175 |
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| 1.1758 | 1.1983 | 176 | 1.3184 |
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| 1.2047 | 1.4991 | 220 | 1.3131 |
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| 1.1961 | 1.8 | 264 | 1.3088 |
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| 1.1401 | 2.0957 | 308 | 1.3254 |
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| 1.1144 | 2.3966 | 352 | 1.3240 |
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| 1.1196 | 2.6974 | 396 | 1.3236 |
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| 1.0940 | 2.9983 | 440 | 1.3234 |
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### Framework versions
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- Transformers 5.0.0
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- Pytorch 2.10.0+cu128
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- Datasets 4.0.0
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- Tokenizers 0.22.2
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