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mistral-7b-zephyr-dpo
wandb/mistral-7b-zephyr-dpo
mistral-7b-zephyr-dpo is a text generation model from wandb. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
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All-time downloads
5.3K
Public
Parameters
7.2B
29 GB on disk
Likes
4
Public
Repo makeup
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.safetensors14.5 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- mistral
- Access
- Public
- Created
- Mar 10, 2024
- Updated
- Mar 12, 2024
- SHA
- da4149f0
Try a prompt
Base models
Datasets
Model card
From the Hugging Face model README
Mistral 7B Zephyr DPO V2
The Zephyr DPO recipe applied on top of Mistral 7B (new recipe with chatML format)
Model description
- Model type: A 7.2B parameter GPT-like model fine-tuned on a mix of publicly available, synthetic datasets.
- Language(s) (NLP): Primarily English
- Finetuned from model: wandb/mistral-7b-zephyr-sft
Recipe
We trained using the alignment handbook recipe and logging to W&B
Visit the W&B workspace here
Compute provided by Lambda Labs - 8xA100 80GB node
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 63.22 |
| AI2 Reasoning Challenge (25-Shot) | 63.05 |
| HellaSwag (10-Shot) | 85.54 |
| MMLU (5-Shot) | 61.88 |
| TruthfulQA (0-shot) | 59.30 |
| Winogrande (5-shot) | 78.53 |
| GSM8k (5-shot) | 31.01 |
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- mit
- Created
- Mar 10, 2024
- Updated
- Mar 12, 2024