Add MLP & QLoRA Fused Ops and Kernels, Mixtral#29
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fabianlim merged 12 commits intofoundation-model-stack:devfrom Jun 2, 2024
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Add MLP & QLoRA Fused Ops and Kernels, Mixtral#29fabianlim merged 12 commits intofoundation-model-stack:devfrom
fabianlim merged 12 commits intofoundation-model-stack:devfrom
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Signed-off-by: Yu Chin Fabian Lim <flim@sg.ibm.com>
Signed-off-by: Yu Chin Fabian Lim <flim@sg.ibm.com>
Signed-off-by: Yu Chin Fabian Lim <flim@sg.ibm.com>
Signed-off-by: Yu Chin Fabian Lim <flim@sg.ibm.com>
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Signed-off-by: Yu Chin Fabian Lim <flim@sg.ibm.com>
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running a set of benches now. will merge after complete |
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@achew010 pls update if you have obtained the new benches. |
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Completing more items in #25 .
Verified that we can reproduce the roughly 20% speedups using fused-ops and kernels
Verified that we are reproduce the 75% in memory reduction using 4bit base weights