DANWPDO/openhermes-mistral-dpo-gptq
Browse files- README.md +1 -22
- adapter_config.json +3 -2
- adapter_model.safetensors +1 -1
- training_args.bin +1 -1
README.md
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# openhermes-mistral-dpo-gptq
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This model is a fine-tuned version of [TheBloke/OpenHermes-2-Mistral-7B-GPTQ](https://huggingface.co/TheBloke/OpenHermes-2-Mistral-7B-GPTQ) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.6780
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- Rewards/chosen: 0.0314
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- Rewards/rejected: -0.0026
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- Rewards/accuracies: 0.6875
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- Rewards/margins: 0.0340
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- Logps/rejected: -157.6995
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- Logps/chosen: -203.0707
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- Logits/rejected: -2.3164
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- Logits/chosen: -2.4209
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## Model description
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- training_steps: 50
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
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|:-------------:|:-----:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
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| 0.6932 | 0.01 | 10 | 0.6910 | -0.0090 | -0.0070 | 0.25 | -0.0020 | -157.7437 | -203.4745 | -2.3168 | -2.4207 |
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| 0.6905 | 0.01 | 20 | 0.6893 | -0.0028 | -0.0049 | 0.1875 | 0.0022 | -157.7232 | -203.4128 | -2.3159 | -2.4207 |
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| 0.6802 | 0.01 | 30 | 0.6868 | 0.0121 | -0.0011 | 0.6875 | 0.0132 | -157.6847 | -203.2636 | -2.3163 | -2.4206 |
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| 0.6872 | 0.02 | 40 | 0.6790 | 0.0245 | -0.0033 | 0.6875 | 0.0278 | -157.7068 | -203.1401 | -2.3163 | -2.4207 |
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| 0.7024 | 0.03 | 50 | 0.6780 | 0.0314 | -0.0026 | 0.6875 | 0.0340 | -157.6995 | -203.0707 | -2.3164 | -2.4209 |
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### Framework versions
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- PEFT 0.
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- Transformers 4.38.2
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- Pytorch 2.0.1+cu117
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- Datasets 2.18.0
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# openhermes-mistral-dpo-gptq
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This model is a fine-tuned version of [TheBloke/OpenHermes-2-Mistral-7B-GPTQ](https://huggingface.co/TheBloke/OpenHermes-2-Mistral-7B-GPTQ) on the None dataset.
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## Model description
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- training_steps: 50
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- mixed_precision_training: Native AMP
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### Framework versions
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- PEFT 0.10.0
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- Transformers 4.38.2
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- Pytorch 2.0.1+cu117
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- Datasets 2.18.0
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adapter_config.json
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"
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"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"q_proj",
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"v_pro"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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adapter_model.safetensors
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training_args.bin
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