Dmitry Shopkhoev

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upvoted a paper 3 months ago

COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression

Paper • 2602.15200 • Published Feb 16 • 8

upvoted a paper 4 months ago

ROCKET: Rapid Optimization via Calibration-guided Knapsack Enhanced Truncation for Efficient Model Compression

Paper • 2602.11008 • Published Feb 11 • 18

upvoted an article 8 months ago

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Article

Mixture of Experts Explained

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• +4

osanseviero, lewtun, philschmid, smangrul, ybelkada, pcuenq

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Dec 11, 2023

• 1.14k

upvoted 2 papers 8 months ago

Share Your Attention: Transformer Weight Sharing via Matrix-based Dictionary Learning

Paper • 2508.04581 • Published Aug 6, 2025 • 6

COSPADI: Compressing LLMs via Calibration-Guided Sparse Dictionary Learning

Paper • 2509.22075 • Published Sep 26, 2025 • 23

upvoted 2 papers about 1 year ago

ReplaceMe: Network Simplification via Depth Pruning and Transformer Block Linearization

Paper • 2505.02819 • Published Feb 19 • 26

Iterative Self-Training for Code Generation via Reinforced Re-Ranking

Paper • 2504.09643 • Published Apr 13, 2025 • 34