.ipynb_checkpoints/README-checkpoint.md

---
license: apache-2.0
tags:
- dpo
dataset:
- Intel/orca_dpo_pairs
base_model:
- teknium/OpenHermes-2.5-Mistral-7B
---

# mistral-7b-neuralhermes-2.5-dpo

mistral-7b-neuralhermes-2.5-dpo is a DPO fine-tuned version of [teknium/OpenHermes-2.5-Mistral-7B](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B) using the [Intel/orca_dpo_pairs](https://huggingface.co/datasets/Intel/orca_dpo_pairs) 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