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upvoted a paper 2 months ago

Canzona: A Unified, Asynchronous, and Load-Balanced Framework for Distributed Matrix-based Optimizers

Paper • 2602.06079 • Published Feb 4 • 19

upvoted a paper 3 months ago

Learnable Multipliers: Freeing the Scale of Language Model Matrix Layers

Paper • 2601.04890 • Published Jan 8 • 44

upvoted a collection 7 months ago

Qwen3-Next

Collection

4 items • Updated Dec 31, 2025 • 188

upvoted a paper 12 months ago

PRIMA.CPP: Speeding Up 70B-Scale LLM Inference on Low-Resource Everyday Home Clusters

Paper • 2504.08791 • Published Apr 7, 2025 • 140

upvoted 3 papers about 1 year ago

DarwinLM: Evolutionary Structured Pruning of Large Language Models

Paper • 2502.07780 • Published Feb 11, 2025 • 18

HALO: Hadamard-Assisted Lossless Optimization for Efficient Low-Precision LLM Training and Fine-Tuning

Paper • 2501.02625 • Published Jan 5, 2025 • 15

QuEST: Stable Training of LLMs with 1-Bit Weights and Activations

Paper • 2502.05003 • Published Feb 7, 2025 • 44