ENTITY
gradient accumulation
gradient accumulation
PulseAugur coverage of gradient accumulation — every cluster mentioning gradient accumulation across labs, papers, and developer communities, ranked by signal.
Total · 30d
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2 over 90d
Releases · 30d
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Papers · 30d
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Gradient Accumulation in TRL LoRA Affects Fine-Tuning Runtime
This article explores the impact of gradient accumulation on the runtime of fine-tuning large language models using LoRA (Low-Rank Adaptation) with the Transformer Reinforcement Learning (TRL) library. It details how TR…
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New study benchmarks gradient optimizers for memory-efficient AI training
A new study benchmarks five gradient optimizers (SGD, Adam, Adagrad, Adadelta, and Conjugate Gradient Descent) against three memory-saving strategies (standard training, gradient checkpointing, and gradient accumulation…