Andrei Panferov

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upvoted 2 papers about 2 months ago

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

Paper • 2505.17967 • Published May 23 • 17

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

Paper • 2505.14669 • Published May 20 • 76

upvoted an article 2 months ago

view article

Article

CircleGuardBench: New Standard for Evaluating AI Moderation Models

By and 7 others •

May 7

• 53

upvoted a paper 4 months ago

Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders

Paper • 2503.03601 • Published Mar 5 • 233

upvoted a paper 5 months ago

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

Paper • 2502.05003 • Published Feb 7 • 44

upvoted a paper over 1 year ago

Extreme Compression of Large Language Models via Additive Quantization

Paper • 2401.06118 • Published Jan 11, 2024 • 13

upvoted a collection over 1 year ago

AQLM

Collection

AQLM quantized LLMs • 21 items • Updated Feb 28 • 46