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Vram fix attempt #1164

Merged
merged 6 commits into from
Jan 23, 2024
Merged

Vram fix attempt #1164

merged 6 commits into from
Jan 23, 2024

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winglian
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@winglian winglian commented Jan 22, 2024

Description

more permanently fixes issues from #1127 dealing with VRAM instability. reverts an ordering change stemming from #1066 that was causing VRAM spikes during training. Updated dataset len calculations to use numpy instead of pandas since pandas can use the GPU and added a fallback calculation so we can still call it before dropping rows longer than the max length.

reverted order of calling process_datasets_for_packing from #1141 which can cause issues when changing max sequence length and needing to re-preprocess the datasets.

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@winglian winglian merged commit 32580c1 into main Jan 23, 2024
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@winglian winglian deleted the vram-fix-attempt branch January 23, 2024 00:54
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