Sourced from diffusers's releases.
v0.32.1
TorchAO Quantizer fixes
This patch release fixes a few bugs related to the TorchAO Quantizer introduced in v0.32.0.
- Importing Diffusers would raise an error in PyTorch versions lower than 2.3.0. This should no longer be a problem.
- Device Map does not work as expected when using the quantizer. We now raise an error if it is used. Support for using device maps with different quantization backends will be added in the near future.
- Quantization was not performed due to faulty logic. This is now fixed and better tested.
Refer to our documentation to learn more about how to use different quantization backends.
All commits
- make style for huggingface/diffusers#10368 by
@yiyixuxu
in #10370- fix test pypi installation in the release workflow by
@sayakpaul
in #10360- Fix TorchAO related bugs; revert device_map changes by
@a-r-r-o-w
in #10371Diffusers 0.32.0: New video pipelines, new image pipelines, new quantization backends, new training scripts, and more
https://github.com/user-attachments/assets/34d5f7ca-8e33-4401-8109-5c245ce7595f
This release took a while, but it has many exciting updates. It contains several new pipelines for image and video generation, new quantization backends, and more.
Going forward, to provide more transparency to the community about ongoing developments and releases in Diffusers, we will be making use of a roadmap tracker.
New Video Generation Pipelines 📹
Open video generation models are on the rise, and we’re pleased to provide comprehensive integration support for all of them. The following video pipelines are bundled in this release:
Check out this section to learn more about the fine-tuning options available for these new video models.
New Image Generation Pipelines
- SANA
- Flux Control (including Control LoRA)
- Flux Redux
- Flux Fill Inpainting / Outpainting
- Flux RF-Inversion
- SD3.5 ControlNet
- ControlNet Union XL
- SD3.5 IP Adapter
- Flux IP adapter
... (truncated)
e8aacda
Release: v0.32.112184f4
Fix TorchAO related bugs; revert device_map changes (#10371)6e1d2da
fix test pypi installation in the release workflow (#10360)11b1151
make style for huggingface/diffusers#10368
(#10370)cd4d0d8
Release: v0.32.04b55713
[core] LTX Video 0.9.1 (#10330)851dfa3
[Tests] Fix more tests sayak (#10359)ea1ba0b
[LoRA] test fix (#10351)9d27df8
Rename LTX blocks and docs title (#10213)055d955
Fix failing CogVideoX LoRA fuse test (#10352)