Machine Learning
Gradient Descent Variants for LLMs: A Practical Comparison of SGD, Adam, AdamW, and Sophia
A practical benchmark comparison of SGD, Adam, AdamW, and Sophia optimizers for LLM training, with guidance on when to use each.
Topic
#adamw
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