| license: apache-2.0 | |
| tags: | |
| - dpo | |
| base_model: | |
| - CorticalStack/neurotic-crown-clown-7b-ties | |
| dataset: | |
| - CorticalStack/tak-stack-dpo | |
| # neurotic-crown-clown-7b-tak-stack-dpo | |
| neurotic-crown-clown-7b-tak-stack-dpo is a DPO fine-tuned version of [CorticalStack/neurotic-crown-clown-7b-ties](https://huggingface.co/CorticalStack/neurotic-crown-clown-7b-ties) using the [CorticalStack/tak-stack-dpo](https://huggingface.co/datasets/CorticalStack/tak-stack-dpo) dataset. | |
| ### LoRA | |
| - r: 32 | |
| - LoRA alpha: 32 | |
| - 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 |