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model-pruning
Security scan passedReduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT.
Part of AI Research Skills (Orchestra)Pack · 98 skills
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What model-pruning does
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Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressing models without retraining, achieving 50% sparsity with minimal accuracy loss, or enabling faster inference on hardware accelerators. Covers unstructured pruning, structured pruning, N:M sparsity, magnitude pruning, and one-shot methods.
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