Ammar Ali

Ammar Ali on Hugging Face Daily Papers: 5 papers, 0 in the top 3 of their day, 86 upvotes.

1. GeoPair: Geometry-Preserving Cross-Layer Factorization for Training-Free Transformer Compression 17 upvotes, #14 of 2026-09-24
2. COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression 7 upvotes, #12 of 2026-02-18
3. ROCKET: Rapid Optimization via Calibration-guided Knapsack Enhanced Truncation for Efficient Model Compression 17 upvotes, #14 of 2026-02-12
4. COSPADI: Compressing LLMs via Calibration-Guided Sparse Dictionary Learning 20 upvotes, #19 of 2025-09-29
5. ReplaceMe: Network Simplification via Layer Pruning and Linear Transformations 24 upvotes, #8 of 2025-05-06

Data: hysts-bot-data/daily-papers-stats and the Daily Papers API. Open data: tardellirs/paper-pulse-data. Sister project: Model Pulse, the download history of every model on the Hub.