In practical deployments, some methods reduce communication by using quantization and sparsification ( 52 , 53 ). Other methods use system-level scheduling or client selection to reduce the effect of ...
The Joint Effect of Quantization and Sampling Temperature on LLM Safety Alignment: A Factorial Analysis Hari Prasad, Ritam Pal Mechanistically Eliciting Latent Behaviors in Language Models Andrew Mack ...
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