- 10 Nov, 2025 1 commit
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Jay Wu authored
* add ChronoEdit * add ref to original function & remove wan2.2 logics * Update src/diffusers/pipelines/chronoedit/pipeline_chronoedit.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/chronoedit/pipeline_chronoedit.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * add ChronoeEdit test * add docs * add docs * make fix-copies * fix chronoedit test --------- Co-authored-by:
wjay <wjay@nvidia.com> Co-authored-by:
YiYi Xu <yixu310@gmail.com> Co-authored-by:
Sayak Paul <spsayakpaul@gmail.com>
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- 07 Nov, 2025 1 commit
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Dhruv Nair authored
* update * update --------- Co-authored-by:Sayak Paul <spsayakpaul@gmail.com>
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- 06 Nov, 2025 1 commit
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Junsong Chen authored
* 1. add `SanaVideoTransformer3DModel` in transformer_sana_video.py 2. add `SanaVideoPipeline` in pipeline_sana_video.py 3. add all code we need for import `SanaVideoPipeline` * add a sample about how to use sana-video; * code update; * update hf model path; * update code; * sana-video can run now; * 1. add aspect ratio in sana-video-pipeline; 2. add reshape function in sana-video-processor; 3. fix convert pth to safetensor bugs; * default to use `use_resolution_binning`; * make style; * remove unused code; * Update src/diffusers/models/transformers/transformer_sana_video.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * Update src/diffusers/models/transformers/transformer_sana_video.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * Update src/diffusers/models/transformers/transformer_sana_video.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * Update src/diffusers/pipelines/sana/pipeline_sana_video.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/models/transformers/transformer_sana_video.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * Update src/diffusers/models/transformers/transformer_sana_video.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * Update src/diffusers/models/transformers/transformer_sana_video.py * Update src/diffusers/pipelines/sana/pipeline_sana_video.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * Update src/diffusers/models/transformers/transformer_sana_video.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * Update src/diffusers/pipelines/sana/pipeline_sana_video.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * support `dispatch_attention_fn` * 1. add sana-video markdown; 2. fix typos; * add two test case for sana-video (need check) * fix text-encoder in test-sana-video; * Update tests/pipelines/sana/test_sana_video.py * Update tests/pipelines/sana/test_sana_video.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * Update tests/pipelines/sana/test_sana_video.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * Update tests/pipelines/sana/test_sana_video.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * Update tests/pipelines/sana/test_sana_video.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * Update tests/pipelines/sana/test_sana_video.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * Update src/diffusers/pipelines/sana/pipeline_sana_video.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * Update src/diffusers/video_processor.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * make style make quality make fix-copies * toctree yaml update; * add sana-video-transformer3d markdown; * Apply style fixes --------- Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> Co-authored-by:
YiYi Xu <yixu310@gmail.com> Co-authored-by:
github-actions[bot] <github-actions[bot]@users.noreply.github.com>
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- 02 Nov, 2025 1 commit
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Sayak Paul authored
* start flux modular tests. * up * add kontext * up * up * up * Update src/diffusers/modular_pipelines/flux/denoise.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * up * up --------- Co-authored-by:
YiYi Xu <yixu310@gmail.com>
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- 28 Oct, 2025 4 commits
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galbria authored
* Bria FIBO pipeline * style fixs * fix CR * Refactor BriaFibo classes and update pipeline parameters - Updated BriaFiboAttnProcessor and BriaFiboAttention classes to reflect changes from Flux equivalents. - Modified the _unpack_latents method in BriaFiboPipeline to improve clarity. - Increased the default max_sequence_length to 3000 and added a new optional parameter do_patching. - Cleaned up test_pipeline_bria_fibo.py by removing unused imports and skipping unsupported tests. * edit the docs of FIBO * Remove unused BriaFibo imports and update CPU offload method in BriaFiboPipeline * Refactor FIBO classes to BriaFibo naming convention - Updated class names from FIBO to BriaFibo for consistency across the module. - Modified instances of FIBOEmbedND, FIBOTimesteps, TextProjection, and TimestepProjEmbeddings to reflect the new naming. - Ensured all references in the BriaFiboTransformer2DModel are updated accordingly. * Add BriaFiboTransformer2DModel import to transformers module * Remove unused BriaFibo imports from modular pipelines and add BriaFiboTransformer2DModel and BriaFiboPipeline classes to dummy objects for enhanced compatibility with torch and transformers. * Update BriaFibo classes with copied documentation and fix import typo in pipeline module - Added documentation comments indicating the source of copied code in BriaFiboTransformerBlock and _pack_latents methods. - Corrected the import statement for BriaFiboPipeline in the pipelines module. * Remove unused BriaFibo imports from __init__.py to streamline modular pipelines. * Refactor documentation comments in BriaFibo classes to indicate inspiration from existing implementations - Updated comments in BriaFiboAttnProcessor, BriaFiboAttention, and BriaFiboPipeline to reflect that the code is inspired by other modules rather than copied. - Enhanced clarity on the origins of the methods to maintain proper attribution. * change Inspired by to Based on * add reference link and fix trailing whitespace * Add BriaFiboTransformer2DModel documentation and update comments in BriaFibo classes - Introduced a new documentation file for BriaFiboTransformer2DModel. - Updated comments in BriaFiboAttnProcessor, BriaFiboAttention, and BriaFiboPipeline to clarify the origins of the code, indicating copied sources for better attribution. --------- Co-authored-by:sayakpaul <spsayakpaul@gmail.com>
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Sayak Paul authored
* don't run sana layerwise casting tests in CI. * up
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Dhruv Nair authored
* update * update * update * update * update
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Lev Novitskiy authored
* add transformer pipeline first version * updates * fix 5sec generation * rewrite Kandinsky5T2VPipeline to diffusers style * add multiprompt support * remove prints in pipeline * add nabla attention * Wrap Transformer in Diffusers style * fix license * fix prompt type * add gradient checkpointing and peft support * add usage example * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
Álvaro Somoza <asomoza@users.noreply.github.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
Álvaro Somoza <asomoza@users.noreply.github.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
Álvaro Somoza <asomoza@users.noreply.github.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
Álvaro Somoza <asomoza@users.noreply.github.com> * Update src/diffusers/models/transformers/transformer_kandinsky.py Co-authored-by:
Álvaro Somoza <asomoza@users.noreply.github.com> * remove unused imports * add 10 second models support * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * remove no_grad and simplified prompt paddings * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * moved template to __init__ * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/models/transformers/transformer_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * moved sdps inside processor * remove oneline function * remove reset_dtype methods * Transformer: move all methods to forward * separated prompt encoding * Update src/diffusers/models/transformers/transformer_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * refactoring * Update src/diffusers/models/transformers/transformer_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * refactoring acording to https://github.com/huggingface/diffusers/commit/acabbc0033d4b4933fc651766a4aa026db2e6dc1 * Update src/diffusers/models/transformers/transformer_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/models/transformers/transformer_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/models/transformers/transformer_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/models/transformers/transformer_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/models/transformers/transformer_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/models/transformers/transformer_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/models/transformers/transformer_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/models/transformers/transformer_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/models/transformers/transformer_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/kandinsky5/pipeline_kandinsky.py Co-authored-by:
YiYi Xu <yixu310@gmail.com> * fixed * style +copies * Update src/diffusers/models/transformers/transformer_kandinsky.py Co-authored-by:
Charles <charles@huggingface.co> * more * Apply suggestions from code review * add lora loader doc * add compiled Nabla Attention * all needed changes for 10 sec models are added! * add docs * Apply style fixes * update docs * add kandinsky5 to toctree * add tests * fix tests * Apply style fixes * update tests --------- Co-authored-by:
Álvaro Somoza <asomoza@users.noreply.github.com> Co-authored-by:
YiYi Xu <yixu310@gmail.com> Co-authored-by:
Charles <charles@huggingface.co> Co-authored-by:
Sayak Paul <spsayakpaul@gmail.com> Co-authored-by:
github-actions[bot] <github-actions[bot]@users.noreply.github.com>
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- 27 Oct, 2025 1 commit
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Mikko Lauri authored
* add aiter attention backend * Apply style fixes --------- Co-authored-by:
Sayak Paul <spsayakpaul@gmail.com> Co-authored-by:
github-actions[bot] <github-actions[bot]@users.noreply.github.com>
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- 24 Oct, 2025 2 commits
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kaixuanliu authored
* Loose the criteria tolerance appropriately for Intel XPU devices Signed-off-by:
Liu, Kaixuan <kaixuan.liu@intel.com> * change back the atol value Signed-off-by:
Liu, Kaixuan <kaixuan.liu@intel.com> * use expectations Signed-off-by:
Liu, Kaixuan <kaixuan.liu@intel.com> * Update tests/pipelines/kandinsky2_2/test_kandinsky_controlnet.py --------- Signed-off-by:
Liu, Kaixuan <kaixuan.liu@intel.com> Co-authored-by:
Ilyas Moutawwakil <57442720+IlyasMoutawwakil@users.noreply.github.com>
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YiYi Xu authored
* add hunyuanimage2.1 --------- Co-authored-by:Sayak Paul <spsayakpaul@gmail.com>
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- 23 Oct, 2025 1 commit
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Sayak Paul authored
* add a lightweight test suite for attention backends. * up * up * Apply suggestions from code review * formatting
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- 22 Oct, 2025 3 commits
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Sayak Paul authored
xfail the test_wuerstchen_prior test
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Sayak Paul authored
* up * correct wording. * up * up * up
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David Bertoin authored
* rename photon to prx * rename photon into prx * Revert .gitignore to state before commit b7fb0fe9d63bf766bbe3c42ac154a043796dd370 * rename photon to prx * rename photon into prx * Revert .gitignore to state before commit b7fb0fe9d63bf766bbe3c42ac154a043796dd370 * make fix-copies
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- 21 Oct, 2025 2 commits
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vb authored
* purge HF_HUB_ENABLE_HF_TRANSFER; promote Xet * purge HF_HUB_ENABLE_HF_TRANSFER; promote Xet x2 * restrict docker build test to the ones we actually use in CI. --------- Co-authored-by:
YiYi Xu <yixu310@gmail.com> Co-authored-by:
Sayak Paul <spsayakpaul@gmail.com>
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David Bertoin authored
* Add Photon model and pipeline support This commit adds support for the Photon image generation model: - PhotonTransformer2DModel: Core transformer architecture - PhotonPipeline: Text-to-image generation pipeline - Attention processor updates for Photon-specific attention mechanism - Conversion script for loading Photon checkpoints - Documentation and tests * just store the T5Gemma encoder * enhance_vae_properties if vae is provided only * remove autocast for text encoder forwad * BF16 example * conditioned CFG * remove enhance vae and use vae.config directly when possible * move PhotonAttnProcessor2_0 in transformer_photon * remove einops dependency and now inherits from AttentionMixin * unify the structure of the forward block * update doc * update doc * fix T5Gemma loading from hub * fix timestep shift * remove lora support from doc * Rename EmbedND for PhotoEmbedND * remove modulation dataclass * put _attn_forward and _ffn_forward logic in PhotonBlock's forward * renam LastLayer for FinalLayer * remove lora related code * rename vae_spatial_compression_ratio for vae_scale_factor * support prompt_embeds in call * move xattention conditionning out computation out of the denoising loop * add negative prompts * Use _import_structure for lazy loading * make quality + style * add pipeline test + corresponding fixes * utility function that determines the default resolution given the VAE * Refactor PhotonAttention to match Flux pattern * built-in RMSNorm * Revert accidental .gitignore change * parameter names match the standard diffusers conventions * renaming and remove unecessary attributes setting * Update docs/source/en/api/pipelines/photon.md Co-authored-by:
Steven Liu <59462357+stevhliu@users.noreply.github.com> * quantization example * added doc to toctree * Update docs/source/en/api/pipelines/photon.md Co-authored-by:
Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/api/pipelines/photon.md Co-authored-by:
Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/api/pipelines/photon.md Co-authored-by:
Steven Liu <59462357+stevhliu@users.noreply.github.com> * use dispatch_attention_fn for multiple attention backend support * naming changes * make fix copy * Update docs/source/en/api/pipelines/photon.md Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * Add PhotonTransformer2DModel to TYPE_CHECKING imports * make fix-copies * Use Tuple instead of tuple Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * restrict the version of transformers Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * Update tests/pipelines/photon/test_pipeline_photon.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * Update tests/pipelines/photon/test_pipeline_photon.py Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> * change | for Optional * fix nits. * use typing Dict --------- Co-authored-by:
davidb <davidb@worker-10.soperator-worker-svc.soperator.svc.cluster.local> Co-authored-by:
David Briand <david@photoroom.com> Co-authored-by:
davidb <davidb@worker-8.soperator-worker-svc.soperator.svc.cluster.local> Co-authored-by:
Steven Liu <59462357+stevhliu@users.noreply.github.com> Co-authored-by:
dg845 <58458699+dg845@users.noreply.github.com> Co-authored-by:
sayakpaul <spsayakpaul@gmail.com>
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- 17 Oct, 2025 3 commits
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Ali Imran authored
* cleanup of runway model * quality fixes
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Sayak Paul authored
* up * up * up * up * up * u[ * up * up * up
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Sayak Paul authored
* xfail more incorrect transformer imports. * xfail more. * up * up * up
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- 15 Oct, 2025 1 commit
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Sayak Paul authored
fix clapconfig for text backbone in audioldm2
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- 02 Oct, 2025 2 commits
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Benjamin Bossan authored
I noticed that the test should be for the option check_compiled="ignore" but it was using check_compiled="warn". This has been fixed, now the correct argument is passed. However, the fact that the test passed means that it was incorrect to begin with. The way that logs are collected does not collect the logger.warning call here (not sure why). To amend this, I'm now using assertNoLogs. With this change, the test correctly fails when the wrong argument is passed.
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Sayak Paul authored
xfail failing tests in CI.
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- 01 Oct, 2025 1 commit
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Sayak Paul authored
* cache non lora pipeline outputs. * up * up * up * up * Revert "up" This reverts commit 772c32e43397f25919c29bbbe8ef9dc7d581cfb8. * up * Revert "up" This reverts commit cca03df7fce55550ed28b59cadec12d1db188283. * up * up * add . * up * up * up * up * up * up
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- 30 Sep, 2025 3 commits
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Lucain authored
* Allow prerelease when installing transformers from main * maybe better * maybe better * and now? * just bored * should be better * works now
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Yao Matrix authored
fix xpu ut failures w/ latest pytorch Signed-off-by:Yao, Matrix <matrix.yao@intel.com>
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Dhruv Nair authored
* update * update * update * update * update
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- 29 Sep, 2025 2 commits
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Sayak Paul authored
* feat: support aobaseconfig classes. * [docs] AOBaseConfig (#12302) init Co-authored-by:
Sayak Paul <spsayakpaul@gmail.com> * up * replace with is_torchao_version * up * up --------- Co-authored-by:
Steven Liu <59462357+stevhliu@users.noreply.github.com>
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Sayak Paul authored
u[
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- 26 Sep, 2025 1 commit
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Sayak Paul authored
* disable installing transformers from main in ci for now. * up * u[p
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- 25 Sep, 2025 1 commit
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Lucain authored
* Support huggingface_hub 0.x and 1.x * httpx
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- 24 Sep, 2025 4 commits
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Yao Matrix authored
Signed-off-by:Yao, Matrix <matrix.yao@intel.com>
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Yao Matrix authored
Signed-off-by:Yao, Matrix <matrix.yao@intel.com>
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Sayak Paul authored
disable xformer tests for pipelines it isn't popular.
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Sayak Paul authored
* single scheduler please. * up * up * up
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- 22 Sep, 2025 2 commits
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Sayak Paul authored
* up * xfail some tests * up * up
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Sayak Paul authored
xfail some kandinsky tests.
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- 18 Sep, 2025 1 commit
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Dave Lage authored
* Convert alphas for embedders for sd-scripts to ai toolkit conversion * Add kohya embedders conversion test * Apply style fixes --------- Co-authored-by:
Sayak Paul <spsayakpaul@gmail.com> Co-authored-by:
github-actions[bot] <github-actions[bot]@users.noreply.github.com>
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- 15 Sep, 2025 1 commit
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Linoy Tsaban authored
* support Wan2.2-VACE-Fun-A14B * support Wan2.2-VACE-Fun-A14B * support Wan2.2-VACE-Fun-A14B * Apply style fixes * test --------- Co-authored-by:github-actions[bot] <github-actions[bot]@users.noreply.github.com>
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- 10 Sep, 2025 1 commit
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Sayak Paul authored
* allow non list components_to_quantize. * up * Apply suggestions from code review * Apply suggestions from code review Co-authored-by:
Steven Liu <59462357+stevhliu@users.noreply.github.com> * [docs] components_to_quantize (#12287) init Co-authored-by:
Sayak Paul <spsayakpaul@gmail.com> --------- Co-authored-by:
Steven Liu <59462357+stevhliu@users.noreply.github.com>
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