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gemma-7b-zephyr-dpo
wandb/gemma-7b-zephyr-dpo
gemma-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 other.
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11K
Public
Parameters
8.5B
51.2 GB on disk
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2
Public
Repo makeup
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.safetensors17.1 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- other
- Model type
- gemma
- Access
- Public
- Created
- Feb 28, 2024
- Updated
- Mar 4, 2024
- SHA
- 919d3ba3
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Base models
Model card
From the Hugging Face model README
Gemma 7B Zephyr DPO
The Zephyr DPO recipe applied on top of SFT finetuned Gemma 7B
Model description
- Model type: A 8.5B parameter GPT-like model fine-tuned on a mix of publicly available, synthetic datasets.
- Language(s) (NLP): Primarily English
- Finetuned from model: wandb/gemma-7b-zephyr-sft
Recipe
We trained using the DPO script in alignment handbook recipe and logging to W&B
Visit the W&B workspace here
License
This model has the same license as the original Gemma model collection
Compute provided by Lambda Labs - 8xA100 80GB node
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 61.62 |
| AI2 Reasoning Challenge (25-Shot) | 60.84 |
| HellaSwag (10-Shot) | 80.44 |
| MMLU (5-Shot) | 60.60 |
| TruthfulQA (0-shot) | 42.48 |
| Winogrande (5-shot) | 75.37 |
| GSM8k (5-shot) | 49.96 |
- Task
- Text Generation
- Library
- transformers
- Type
- gemma
- License
- other
- Created
- Feb 28, 2024
- Updated
- Mar 4, 2024