My Experimental Model
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This is an experimental model to make an MoE of Nous Hermes 2 Yi 34B as Mixture of Expert.
The base model is Yi-34B.
All credits belong to NousResearch for fine tuned Yi model, 01-AI for Yi model, and Charles O. Goddard for the 'mergekit'.
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 73.30 |
| AI2 Reasoning Challenge (25-Shot) | 66.64 |
| HellaSwag (10-Shot) | 85.73 |
| MMLU (5-Shot) | 76.49 |
| TruthfulQA (0-shot) | 58.08 |
| Winogrande (5-shot) | 83.35 |
| GSM8k (5-shot) | 69.52 |
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Evaluation results
- normalized accuracy on AI2 Reasoning Challenge (25-Shot)test set Open LLM Leaderboard66.640
- normalized accuracy on HellaSwag (10-Shot)validation set Open LLM Leaderboard85.730
- accuracy on MMLU (5-Shot)test set Open LLM Leaderboard76.490
- mc2 on TruthfulQA (0-shot)validation set Open LLM Leaderboard58.080
- accuracy on Winogrande (5-shot)validation set Open LLM Leaderboard83.350
- accuracy on GSM8k (5-shot)test set Open LLM Leaderboard69.520