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Mixtral-8x7B-Instruct-v0.1-DPO
cloudyu/Mixtral-8x7B-Instruct-v0.1-DPO
Mixtral-8x7B-Instruct-v0.1-DPO is a text generation model from cloudyu. 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.
try to improve mistralai/Mixtral-8x7B-Instruct-v0.1 by DPO training
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46.7B
93.4 GB on disk
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mixtral
- Access
- Public
- Created
- Jan 23, 2024
- Updated
- Aug 23, 2024
- SHA
- f83251fd
Model card
From the Hugging Face model README
Model Card for cloudyu/Mixtral-8x7B-Instruct-v0.1-DPO
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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 |
- Task
- Text Generation
- Library
- transformers
- Type
- mixtral
- License
- apache-2.0
- Languages
- fr, it, de, es, en
- Created
- Jan 23, 2024
- Updated
- Aug 23, 2024