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Kohya S
2023-08-06 22:19:00 +09:00
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README.md
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@@ -22,7 +22,16 @@ __Stable Diffusion web UI now seems to support LoRA trained by ``sd-scripts``.__
The feature of SDXL training is now available in sdxl branch as an experimental feature.
Aug 4, 2023: The feature will be merged into the main branch soon. Following are the changes from the previous version.
Aug 6, 2023: The feature will be merged into the main branch soon. Following are the changes from the previous version.
- [SAI Model Spec](https://github.com/Stability-AI/ModelSpec) metadata is now supported partially. `hash_sha256` is not supported yet.
- The main items are set automatically.
- You can set title, author, description, license and tags with `--metadata_xxx` options in each training script.
- Merging scripts also support minimum SAI Model Spec metadata. See the help message for the usage.
- Metadata editor will be available soon.
- SDXL LoRA has `sdxl_base_v1-0` now for `ss_base_model_version` metadata item, instead of `v0-9`.
Aug 4, 2023:
- `bitsandbytes` is now optional. Please install it if you want to use it. The insructions are in the later section.
- `albumentations` is not required anymore.
@@ -218,7 +227,7 @@ For 8bit optimizer, you need to install `bitsandbytes`. For Linux, please instal
For Windows, there are several versions of `bitsandbytes`:
- `bitsandbytes` 0.35.0: Stable version. AdamW8bit is available. `full_bf16` is not available.
- `bitsandbytes` 0.39.1: Lion8bit, PagedAdamW8bit and PagedLion8bit are available. `full_bf16` is available.
- `bitsandbytes` 0.41.1: Lion8bit, PagedAdamW8bit and PagedLion8bit are available. `full_bf16` is available.
Note: `bitsandbytes`above 0.35.0 till 0.41.0 seems to have an issue: https://github.com/TimDettmers/bitsandbytes/issues/659
@@ -240,12 +249,12 @@ cp .\bitsandbytes_windows\main.py .\venv\Lib\site-packages\bitsandbytes\cuda_set
This will install `bitsandbytes` 0.35.0 and copy the necessary files to the `bitsandbytes` directory.
### bitsandbytes 0.39.1 for Windows
### bitsandbytes 0.41.1 for Windows
Install the Windows version whl file from [here](https://github.com/jllllll/bitsandbytes-windows-webui) or other sources, like:
```powershell
pip install https://github.com/jllllll/bitsandbytes-windows-webui/raw/main/bitsandbytes-0.38.1-py3-none-any.whl
python -m pip install bitsandbytes==0.41.1 --prefer-binary --extra-index-url=https://jllllll.github.io/bitsandbytes-windows-webui
```
## Upgrade