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Meta-Llama-3.1-8B-wanda-2of4
vuiseng9/Meta-Llama-3.1-8B-wanda-2of4
Meta-Llama-3.1-8B-wanda-2of4 is a machine learning model from vuiseng9. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
A set of 50% weight-sparse Llama3.1-8B pruned by Wanda. Model links are in the table below. Models can be loaded as is with Huggingface Transformers.
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8B
16.1 GB on disk
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.safetensors16.1 GB · 100%
At a glance
- Model type
- llama
- Access
- Public
- Created
- Sep 16, 2024
- Updated
- Sep 16, 2024
- SHA
- 0e06b35c
Model card
From the Hugging Face model README
A set of 50% weight-sparse Llama3.1-8B pruned by Wanda. Model links are in the table below. Models can be loaded as is with Huggingface Transformers.
Perplexity
MMLU (5-shot)
| MMLU (5-shot) | Accuracy (%) | Relative to Dense (%) | Model Link |
|---|---|---|---|
| Dense | 65.1 | baseline | Meta-Llama-3.1-8B-wanda-unstructured-0.0 |
| Unstructured | 50.0 | -15.1 | Meta-Llama-3.1-8B-wanda-unstructured-0.5 |
| 4:8 | 39.3 | -25.8 | Meta-Llama-3.1-8B-wanda-4of8 |
| 2:4 | 28.7 | -36.4 | Meta-Llama-3.1-8B-wanda-2of4 |
- Type
- llama
- Created
- Sep 16, 2024
- Updated
- Sep 16, 2024