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README.md

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 # SparseLlama-3-8B-pruned_50.2of4
 
 This repo contains model files for a 2:4 (N:M) sparse [Meta-Llama-3-8B](meta-llama/Meta-Llama-3-8B) model pruned in one-shot with [SparseGPT](https://arxiv.org/abs/2301.00774), and then additionally retrained with the [SquareHead](https://arxiv.org/abs/2310.06927) knowledge distillation while maintaining the 2:4 sparsity mask.
-This is still a work in progress and subject to change. We expect to release new weights with even better accuracy soon.
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+**Note:** This is still a work in progress and subject to change. We expect to release new weights with even better accuracy soon.
 
 ## Running the model