scottsuk0306
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Commit
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Model save
Browse files- README.md +68 -0
- all_results.json +9 -0
- model-00001-of-00004.safetensors +1 -1
- model-00002-of-00004.safetensors +1 -1
- model-00003-of-00004.safetensors +1 -1
- model-00004-of-00004.safetensors +1 -1
- train_results.json +9 -0
- trainer_state.json +293 -0
README.md
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---
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license: cc-by-nc-4.0
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base_model: sfairXC/FsfairX-LLaMA3-RM-v0.1
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tags:
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- trl
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- reward-trainer
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: easylm-helpsteer-rm-FsfairX-LLaMA3-RM-v0.1
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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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# easylm-helpsteer-rm-FsfairX-LLaMA3-RM-v0.1
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This model is a fine-tuned version of [sfairXC/FsfairX-LLaMA3-RM-v0.1](https://huggingface.co/sfairXC/FsfairX-LLaMA3-RM-v0.1) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4829
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- Accuracy: 0.7872
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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-06
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- train_batch_size: 1
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- eval_batch_size: 1
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 4
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- total_train_batch_size: 4
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- total_eval_batch_size: 4
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- num_epochs: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:------:|:----:|:---------------:|:--------:|
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| 0.5465 | 0.3053 | 500 | 0.5170 | 0.7755 |
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| 0.6788 | 0.6105 | 1000 | 0.4570 | 0.8105 |
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| 0.5754 | 0.9158 | 1500 | 0.4829 | 0.7872 |
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### Framework versions
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- Transformers 4.43.3
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- Pytorch 2.3.0+cu121
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- Datasets 2.20.0
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- Tokenizers 0.19.1
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all_results.json
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"train_samples_per_second": 1.369,
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"train_steps_per_second": 0.342
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}
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