Dmitry Shopkhoev

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authored 3 papers 17 days ago

COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression

Paper • 2602.15200 • Published 18 days ago • 7

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

Paper • 2602.11008 • Published 23 days ago • 17

COSPADI: Compressing LLMs via Calibration-Guided Sparse Dictionary Learning

Paper • 2509.22075 • Published Sep 26, 2025 • 23

upvoted a paper 17 days ago

COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression

Paper • 2602.15200 • Published 18 days ago • 7

upvoted a paper 23 days ago

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

Paper • 2602.11008 • Published 23 days ago • 17

upvoted an article 5 months ago

view article

Article

Mixture of Experts Explained

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• +4

Dec 11, 2023

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1.09k

authored a paper 5 months ago

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

Paper • 2508.04581 • Published Aug 6, 2025 • 6

upvoted 2 papers 5 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 a paper 10 months ago

ReplaceMe: Network Simplification via Layer Pruning and Linear Transformations

Paper • 2505.02819 • Published May 5, 2025 • 26

updated 4 models 11 months ago

MTSAIR/Llama2-5B-ReplaceMe

5B • Updated May 6, 2025 • 5

MTSAIR/Llama3-53B-ReplaceMe

Updated May 6, 2025 • 1

MTSAIR/Llama3.1-6B-ReplaceMe-Healed

6B • Updated May 6, 2025 • 1 • 1

MTSAIR/Llama3.1-6B-ReplaceMe

6B • Updated May 6, 2025 • 1 • 2

upvoted a paper 11 months ago

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

Paper • 2504.09643 • Published Apr 13, 2025 • 34

updated 3 models over 1 year ago

dimitriish/falcon_vlm_vist_2epoch

Image-Text-to-Text • 11B • Updated Oct 21, 2024

dimitriish/falcon_vlm_vist_1epoch

Image-Text-to-Text • 11B • Updated Oct 21, 2024

dimitriish/falcon_vlm_exp0

Image-Text-to-Text • 11B • Updated Oct 18, 2024 • 1