Andrei Panferov

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authored a paper 4 months ago

Quartet II: Accurate LLM Pre-Training in NVFP4 by Improved Unbiased Gradient Estimation

Paper • 2601.22813 • Published Jan 30 • 61

submitted a paper to Daily Papers 4 months ago

Quartet II: Accurate LLM Pre-Training in NVFP4 by Improved Unbiased Gradient Estimation

Paper • 2601.22813 • Published Jan 30 • 61

authored a paper about 1 year ago

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

Paper • 2505.14669 • Published May 20, 2025 • 78

authored 2 papers over 1 year ago

Pushing the Limits of Large Language Model Quantization via the Linearity Theorem

Paper • 2411.17525 • Published Nov 26, 2024 • 6

Panza: A Personalized Text Writing Assistant via Data Playback and Local Fine-Tuning

Paper • 2407.10994 • Published Jun 24, 2024 • 2

authored a paper about 2 years ago

Extreme Compression of Large Language Models via Additive Quantization

Paper • 2401.06118 • Published Jan 11, 2024 • 14