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2023-12-21 22:10:47 +09:00
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@@ -249,9 +249,20 @@ ControlNet-LLLite, a novel method for ControlNet with SDXL, is added. See [docum
## Change History
### Work in progress
### Dec 21, 2023 / 2023/12/21
- `--ddp_gradient_as_bucket_view` and `--ddp_bucket_view`options are added to `sdxl_train.py`. With these options, the issues in multi-GPU training will be fixed.
- The issues in multi-GPU training are fixed. Thanks to Isotr0py! PR [#989](https://github.com/kohya-ss/sd-scripts/pull/989) and [#1000](https://github.com/kohya-ss/sd-scripts/pull/1000)
- `--ddp_gradient_as_bucket_view` and `--ddp_bucket_view`options are added to `sdxl_train.py`. Please specify these options for multi-GPU training.
- IPEX support is updated. Thanks to Disty0!
- Fixed the bug that the size of the bucket becomes less than `min_bucket_reso`. Thanks to Cauldrath! PR [#1008](https://github.com/kohya-ss/sd-scripts/pull/1008)
- `--sample_at_first` option is added to each training script. This option is useful to generate images at the first step, before training. Thanks to shirayu! PR [#907](https://github.com/kohya-ss/sd-scripts/pull/907)
- `--ss` option is added to the sampling prompt in training. You can specify the scheduler for the sampling like `--ss euler_a`. Thanks to shirayu! PR [#906](https://github.com/kohya-ss/sd-scripts/pull/906)
- `keep_tokens_separator` is added to the dataset config. This option is useful to keep (prevent from shuffling) the tokens in the captions. See [#975](https://github.com/kohya-ss/sd-scripts/pull/975) for details. Thanks to Linaqruf!
- You can specify the separator with an option like `--keep_tokens_separator "|||"` or `keep_tokens_separator: "|||"` in `.toml`. The tokens before `|||` are not shuffled.
- Attention processor hook is added. See [#961](https://github.com/kohya-ss/sd-scripts/pull/961) for details. Thanks to rockerBOO!
- The optimizer `PagedAdamW` is added. Thanks to xzuyn! PR [#955](https://github.com/kohya-ss/sd-scripts/pull/955)
- NaN replacement in SDXL VAE is sped up. Thanks to liubo0902! PR [#1009](https://github.com/kohya-ss/sd-scripts/pull/1009)
- Fixed the path error in `finetune/make_captions.py`. Thanks to CjangCjengh! PR [#986](https://github.com/kohya-ss/sd-scripts/pull/986)
### Dec 3, 2023 / 2023/12/3