README.md

---
license: apache-2.0
tags:
- dpo
base_model:
- mistralai/Mistral-7B-v0.1
dataset:
- jondurbin/truthy-dpo-v0.1
---

# mistral-7b-jondurbin-truthy-dpo

mistral-7b-jondurbin-truthy-dpo is a DPO fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) using the [jondurbin/truthy-dpo-v0.1](https://huggingface.co/datasets/jondurbin/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