IST Austria Distributed Algorithms and Systems Lab

IST Austria Distributed Algorithms and Systems Lab on Hugging Face Daily Papers: 11 papers, 2 in the top 3 of their day, 0 paper of the day.

1. WUSH-KV: KV Cache Quantization with Data-Adaptive Transforms 14 upvotes, #38 of 2026-10-01
2. Disaggregated Quantization: Specializing LLM Prefill and Decode 90 upvotes, #2 of 2026-09-28
3. GPTQ-2D: Cubic-Time Two-Sided Adaptive Rounding 21 upvotes, #18 of 2026-08-04
4. MatryoshkaLoRA: Learning Accurate Hierarchical Low-Rank Representations for LLM Fine-Tuning 18 upvotes, #16 of 2026-05-11
5. DASH: Faster Shampoo via Batched Block Preconditioning and Efficient Inverse-Root Solvers 11 upvotes, #25 of 2026-02-06
6. Quartet II: Accurate LLM Pre-Training in NVFP4 by Improved Unbiased Gradient Estimation 55 upvotes, #4 of 2026-02-02
7. WUSH: Near-Optimal Adaptive Transforms for LLM Quantization 17 upvotes, #16 of 2025-12-03
8. Bridging the Gap Between Promise and Performance for Microscaling FP4 Quantization 25 upvotes, #6 of 2025-10-06
9. The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm 37 upvotes, #2 of 2025-07-28
10. Quartet: Native FP4 Training Can Be Optimal for Large Language Models 73 upvotes, #4 of 2025-05-26
11. QuEST: Stable Training of LLMs with 1-Bit Weights and Activations 40 upvotes, #5 of 2025-02-10

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