Dmitry Shopkhoev

dimitriish's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

upvoted 2 papers 3 months ago

COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression

Paper • 2602.15200 • Published Feb 16 • 8

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

Paper • 2602.11008 • Published Feb 11 • 18

upvoted an article 7 months ago

view article

Article

Mixture of Experts Explained

• 
• 
• +4

Dec 11, 2023

•

1.12k

upvoted 2 papers 7 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 Layer Pruning and Linear Transformations

Paper • 2505.02819 • Published May 5, 2025 • 26

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

Paper • 2504.09643 • Published Apr 13, 2025 • 34