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[LoRA training] add aspect ratio bucketing #11438
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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update. |
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Very nice effort. WDYT about making methods like parse_buckets_string(), find_nearest_bucket() a part of training_utils.py?
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Style fixes have been applied. View the workflow run here. |
| center_crop=args.center_crop, | ||
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| batch_sampler = BucketBatchSampler(train_dataset, batch_size=args.train_batch_size, drop_last=False) |
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just curious, why is the drop_last not True here? in this other PR this is set to True so it doesn't error when the batch size is > 1 and the last batch does not have enough images.
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thank for pointing it out! replied in #11921
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hey @linoytsaban see this helpful library for aspect bucketing wds |
support multi-aspect training