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Curious to try this with diloco, would still do bs=1 on the inner optimizer and still get benefits of data parallelism
10.7. klo 22.12
🚨 Did you know that small-batch vanilla SGD without momentum (i.e. the first optimizer you learn about in intro ML) is virtually as fast as AdamW for LLM pretraining on a per-FLOP basis? 📜 1/n
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