| license: apache-2.0 | |
| tags: | |
| - dpo | |
| base_model: | |
| - mistralai/Mistral-7B-v0.1 | |
| dataset: | |
| - mlabonne/distilabel-truthy-dpo-v0.1 | |
| # mistral-7b-distilabel-truthy-dpo | |
| mistral-7b-distilabel-truthy-dpo is a DPO fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) using the [mlabonne/distilabel-truthy-dpo-v0.1](https://huggingface.co/datasets/mlabonne/distilabel-truthy-dpo-v0.1) dataset. | |
| ### LoRA | |
| - r: 16 | |
| - LoRA alpha: 16 | |
| - LoRA dropout: 0.05 | |
| ### Training arguments | |
| - Batch size: 4 | |
| - Gradient accumulation steps: 4 | |
| - Optimizer: paged_adamw_32bit | |
| - Max steps: 100 | |
| - Learning rate: 5e-05 | |
| - Learning rate scheduler type: cosine | |
| - Beta: 0.1 | |
| - Max prompt length: 1024 | |
| - Max length: 1536 |