Showing papers from HPC-AI Technology LLC Show all papers
Atlanta Poster Session 3, Thu, Dec 10, 10:00 AM–1:00 PM, Hall C1 · Published 2026
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Atlanta Poster Session 2, Wed, Dec 9, 4:30 PM–7:30 PM, Hall C1 · Published 2026
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POME applies truncated SVD to weight-update differences to equalize dominant directions and prune noise, boosting fine-tuned LLM performance by up to 2.5% with no extra cost.
Atlanta Poster Session 2, Wed, Dec 9, 4:30 PM–7:30 PM, Hall C1 · Published 2026 · ▲ 1 on Hugging Face · Code ★ 14
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FlexMoE ranks and prunes Mixture-of-Experts channels via discrete actions to generate nested subnetworks across budgets, preserving ~99.8% performance at 50% pruning without fine-tuning.
Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026 · ▲ 1 on Hugging Face
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