Nous-Hermes-2-SUS-Chat-2x34B
This is the model for Nous-Hermes-2-SUS-Chat-2x34B. I used mergekit to merge models.
Yaml Config
base_model: Yi-34B
gate_mode: hidden
dtype: bfloat16
experts:
- source_model: Nous-Hermes-2-Yi-34B
positive_prompts: [""]
- source_model: SUS-Chat-34B
positive_prompts: [""]
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 73.82 |
| AI2 Reasoning Challenge (25-Shot) | 66.81 |
| HellaSwag (10-Shot) | 85.22 |
| MMLU (5-Shot) | 76.65 |
| TruthfulQA (0-shot) | 57.42 |
| Winogrande (5-shot) | 83.74 |
| GSM8k (5-shot) | 73.09 |
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Evaluation results
- normalized accuracy on AI2 Reasoning Challenge (25-Shot)test set Open LLM Leaderboard66.810
- normalized accuracy on HellaSwag (10-Shot)validation set Open LLM Leaderboard85.220
- accuracy on MMLU (5-Shot)test set Open LLM Leaderboard76.650
- mc2 on TruthfulQA (0-shot)validation set Open LLM Leaderboard57.420
- accuracy on Winogrande (5-shot)validation set Open LLM Leaderboard83.740
- accuracy on GSM8k (5-shot)test set Open LLM Leaderboard73.090