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Kohya S
2023-08-06 22:19:00 +09:00
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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. 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. - `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. - `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`: For Windows, there are several versions of `bitsandbytes`:
- `bitsandbytes` 0.35.0: Stable version. AdamW8bit is available. `full_bf16` is not available. - `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 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. 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: Install the Windows version whl file from [here](https://github.com/jllllll/bitsandbytes-windows-webui) or other sources, like:
```powershell ```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 ## Upgrade