Ionut Modoranu

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upvoted a paper 8 days ago

Unified Scaling Laws for Compressed Representations

Paper • 2506.01863 • Published 8 days ago • 18

upvoted a paper 15 days ago

SVD-Free Low-Rank Adaptive Gradient Optimization for Large Language Models

Paper • 2505.17967 • Published 19 days ago • 17

upvoted a paper 16 days ago

Quartet: Native FP4 Training Can Be Optimal for Large Language Models

Paper • 2505.14669 • Published 21 days ago • 73

upvoted 2 papers 4 months ago

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

Paper • 2501.02625 • Published Jan 5 • 16

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

Paper • 2502.05003 • Published Feb 7 • 44

upvoted a paper 8 months ago

MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence

Paper • 2405.15593 • Published May 24, 2024 • 1