DeepSpeed #384
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DeepSpeed #384
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Muennighoff
commented
Nov 27, 2023
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For future reference, this PR works but we are not merging it as there's no major speed-ups and it's not clean yet. Attached is a comparison of the throughput with this integration vs FSDP :)
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configs/olmo-small-ablation-lumi-deepspeed.yamlis the same asconfigs/olmo-small-ablation-lumi.yamlexcept fordeepspeed: true&init_device: cpuscripts/lumi/olmo-small-ablation-on-lumi-test.shis the same asscripts/lumi/olmo-small-ablation-on-lumi-test-deepspeed.shexcept forexport CONFIG_PATH=configs/olmo-small-ablation-lumi-deepspeed.yaml