Papers by Tamer Ghattas
On Pruning State-Space LLMs (2025.emnlp-main)
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| Challenge: | Recent work proposed state-space models as an efficient alternative to transformers. |
| Approach: | They propose to prune state-space models (SSMs) to reduce computation costs by using unstructured pruning methods. |
| Outcome: | The proposed pruning methods show that they can be pruned to reduce their computation costs. |