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Nous-Hermes-2-MoE-2x34B
ibndias/Nous-Hermes-2-MoE-2x34B
Nous-Hermes-2-MoE-2x34B is a text generation model from ibndias. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
This is an experimental model to make an MoE of Nous Hermes 2 Yi 34B as Mixture of Expert.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mixtral
- Access
- Public
- Created
- Jan 12, 2024
- Updated
- Mar 5, 2024
- SHA
- 3e2e2fa2
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Model card
From the Hugging Face model README
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 |
- Task
- Text Generation
- Library
- transformers
- Type
- mixtral
- License
- apache-2.0
- Created
- Jan 12, 2024
- Updated
- Mar 5, 2024