---
license: "apache-2.0"
---

*This model was trained as part of a series of experiments testing the performance of pure DPO vs SFT vs ORPO, all supported by Unsloth/Huggingface TRL.*

Note: Completely broken. Do not use.

**Benchmarks**

Average 59.52

ARC 59.47

HellaSwag 82.42

MMLU 62.21

TruthfulQA 40.01

Winogrande 78.3

GSM8K 34.72

**Training Details**

Duration: ~10-12 hours on one Kaggle T4 with Unsloth

Model: https://huggingface.co/unsloth/mistral-7b-v0.2-bnb-4bit

Dataset: https://huggingface.co/datasets/argilla/dpo-mix-7k 

Rank: 8 

Alpha: 16 

Learning rate: 5e-6 

Beta: 0.1 

Batch size: 8 

Epochs: 1

Learning rate scheduler: Linear

Prompt Format: ```You are a helpful assistant.<s>[INST] PROMPT [/INST]RESPONSE</s>``` (The start token \<s\> must be added manually and not automatically)


**WanDB Reports**
![image/png](https://cdn-uploads.huggingface.co/production/uploads/65a5c0e82823ba72ed2cee7d/Tg3dknWsTvfqM96Fab2YJ.png)

![image/png](https://cdn-uploads.huggingface.co/production/uploads/65a5c0e82823ba72ed2cee7d/8DQ0WiypkVIJeK_Y18Wv0.png)

[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)