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prompt handler: check for index error before requesting caption | vaecache: more robust handling of batched encoding | vaecache: fix for trailing slash existing in cache_dir property resulting in excessive scans at startup | bucket manager: cheaply remove duplicate images from the dataset during sorting | aspect bucketing: modify precision of bucket categories to 3 decimals from 2, this might require re-caching aspect buckets and VAE outputs | sd2.x: LoRA training fixes, still not quite right, but better | DoRA: initial support from PEFT integrated for XL and legacy models. #320

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merged 9 commits into from
Feb 28, 2024

Commits on Feb 26, 2024

  1. prompt handler should check whether will hit out-of-index error befor…

    …e requesting the caption
    bghira committed Feb 26, 2024
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Commits on Feb 27, 2024

  1. vaecache: debug logging for s3 prefix issue

    bghira committed Feb 27, 2024
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  2. vaecache: remove trailing slash from cache_dir

    bghira committed Feb 27, 2024
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  4. multiaspect bucket: when not cropping images at all using area resize…

    …, we hit a condition with mixed tensor sizes. this resolves that
    bghira committed Feb 27, 2024
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  5. multiaspect image: increase rounding precision

    bghira committed Feb 27, 2024
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Commits on Feb 28, 2024

  1. sd2.x: fix lora training/loading/resuming/saving, text encoder training.

    vaecache: pass a value through the queue to ensure that the final sample in a given aspect bucket is processed immediately, avoiding mismatched tensors for high vae batch sizes.
    
    logging: unfortunately, a lot more debug spam. sorry in advance
    bghira committed Feb 28, 2024
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  2. DoRA training for legacy and XL models

    bghira committed Feb 28, 2024
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  3. MultiaspectImage unit test fix

    bghira committed Feb 28, 2024
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