Skip to content
conftrace_

stochastic rounding

9 papers

Explore in graph

Also known as

SR

Co-occurring keywords · papers mentioning both

large language model (4) model compression (4) low-precision training (3) quantized training (2) mixed precision training (2) neural network training (2) model quantization (2) llm training (1) straight-through estimation (1) gradient fusion (1)

Papers

Direct Quantized Training of Language Models with Stochastic Rounding ACML 2025 ELMO : Efficiency via Low-precision and Peak Memory Optimization in Large Output Spaces ICML 2025 QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models EMNLP 2025 Stochastic Rounding for LLM Training: Theory and Practice AISTATS 2025 Training LLMs with MXFP4 AISTATS 2025 Training with Fewer Bits: Unlocking Edge LLMs Training with Stochastic Rounding EMNLP 2025 Relaxed Quantization for Discretized Neural Networks ICLR 2019 Training Deep Neural Networks with 8-bit Floating Point Numbers NeurIPS 2018 Deep Learning with Limited Numerical Precision ICML 2015