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---
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: Extremely buggy, not recommended for use.
**Benchmarks**
Average 59.63
ARC 59.47
HellaSwag 82.47
MMLU 62.31
TruthfulQA 40.11
Winogrande 78.3
GSM8K 35.1
**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-5
Beta: 0.1
Batch size: 8
Epochs: 1
Learning rate scheduler: Linear
Prompt Format: ChatML
```
<|im_start|>system
You are a helpful assistant.<|im_end|>
<|im_start|>user
Why is the sky blue?<|im_end|>
<|im_start|>assistant
```
**WanDB Reports**
[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth) |