Model Card for cloudyu/Mixtral-8x7B-Instruct-v0.1-DPO
try to improve mistralai/Mixtral-8x7B-Instruct-v0.1 by DPO training
Metrics improved by Truthful DPO traingin after 100 steps
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 73.44 |
| AI2 Reasoning Challenge (25-Shot) | 69.80 |
| HellaSwag (10-Shot) | 87.83 |
| MMLU (5-Shot) | 71.05 |
| TruthfulQA (0-shot) | 69.18 |
| Winogrande (5-shot) | 81.37 |
| GSM8k (5-shot) | 61.41 |
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Evaluation results
- normalized accuracy on AI2 Reasoning Challenge (25-Shot)test set Open LLM Leaderboard69.800
- normalized accuracy on HellaSwag (10-Shot)validation set Open LLM Leaderboard87.830
- accuracy on MMLU (5-Shot)test set Open LLM Leaderboard71.050
- mc2 on TruthfulQA (0-shot)validation set Open LLM Leaderboard69.180
- accuracy on Winogrande (5-shot)validation set Open LLM Leaderboard81.370
- accuracy on GSM8k (5-shot)test set Open LLM Leaderboard61.410