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arXiv cs.LG·

Gefen: Optimized Stochastic Optimizer

Signal
78
Hype
25
In three linesGefen is a memory-efficient optimizer reducing AdamW's memory footprint by ~8x (6.5 GiB per billion parameters) through shared second-moment estimates across parameter blocks and learned codebook quantization of first moments. Maintains AdamW-level performance while enabling larger microbatches in distributed training.
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Summary generated by Claude — human-verified