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This is super interesting! We do something similar I think by taking a checkpoint after model initialization. I'm curious what you think about our approach, her
by nravic 1y ago
This is super interesting! We do something similar I think by taking a checkpoint after model initialization. I'm curious what you think about our approach, here's some benchmarks: https://docs.cedana.ai/articles/performance-of-cedanas-gpu-interception https://docs.cedana.ai/articles/performance-of-cedanas-gpu-i...
We do some on-the-fly optimizations as well (like compiling into CUDA graphs or fusing together calls) which ends up resulting (for some inference engines) faster token throughput too.