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llama-7b-logicot
datatune/llama-7b-logicot
llama-7b-logicot is a text generation model from datatune. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as cc-by-sa-4.0.
This model is tuned on the LogiCoT data and the GPT-4 alpaca data with the LLaMa-7b model.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- cc-by-sa-4.0
- Model type
- llama
- Access
- Public
- Created
- Jun 4, 2023
- Updated
- Feb 6, 2025
- SHA
- a61b734b
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Datasets
Model card
From the Hugging Face model README
This model is tuned on the LogiCoT data and the GPT-4 alpaca data with the LLaMa-7b model.
We use 2 A100 GPUs
We first instruction-tuning LLaMa-7b on the GPT-4 alpaca data for 3 days, then on the LogiCoT data for 4 days.
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 39.37 |
| ARC (25-shot) | 47.01 |
| HellaSwag (10-shot) | 72.56 |
| MMLU (5-shot) | 38.93 |
| TruthfulQA (0-shot) | 43.63 |
| Winogrande (5-shot) | 67.56 |
| GSM8K (5-shot) | 0.0 |
| DROP (3-shot) | 5.92 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- cc-by-sa-4.0
- Languages
- en
- Created
- Jun 4, 2023
- Updated
- Feb 6, 2025