diffusers

mirror of https://github.com/huggingface/diffusers.git synced 2026-06-09 00:21:19 +08:00

Author	SHA1	Message	Date
Francisco Kurucz	b86bd99eac	Fix link to diffedit implementation reference (#12708 ) Some checks failed Build documentation / build (push) Has been cancelled Details CodeQL Security Analysis For Github Actions / CodeQL Analysis (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Nightly and release tests on main/release branch / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (examples) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (others) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Nightly and release tests on main/release branch / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch tests on big GPU (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch Minimum Version CUDA Tests (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:nvidia_modelopt test_location:modelopt]) (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:optimum_quanto test_location:quanto]) (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:torchao test_location:torchao]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft kernels] backend:gguf test_location:gguf]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft] backend:bitsandbytes test_location:bnb]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Generate Consolidated Test Report (push) Has been cancelled Details Test, build, and push Docker images / test-build-docker-images (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-doc-builder) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cpu) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-minimum-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-xformers-cuda) (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details	2026-01-10 11:13:23 -08:00
omahs	5b202111bf	Fix typos (#12705 )	2026-01-10 11:11:15 -08:00
Sayak Paul	4ac2b4a521	[docs] polish caching docs. (#12684 ) * polish caching docs. * Update docs/source/en/optimization/cache.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/optimization/cache.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * up --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2026-01-10 10:09:05 -08:00
Sayak Paul	ed6e5ecf67	[LoRA] add LoRA support to LTX-2 (#12933 ) * up * fixes * tests * docs. * fix * change loading info. * up * up	2026-01-10 11:27:22 +05:30
Jay Wu	02c7adc356	[ChronoEdit] support multiple loras (#12679 ) Co-authored-by: wjay <wjay@nvidia.com> Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>	2026-01-09 15:50:16 -10:00
SahilCarterr	1791306739	[Fix] syntax in QwenImageEditPlusPipeline (#12371 ) * Fixes syntax for consistency among pipelines * Update test_qwenimage_edit_plus.py	2026-01-09 13:55:42 -10:00
Steven Liu	5794ffffbe	[docs] Remote inference (#12372 ) Some checks failed Build documentation / build (push) Has been cancelled Details CodeQL Security Analysis For Github Actions / CodeQL Analysis (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Nightly and release tests on main/release branch / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch Pipelines CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (examples) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (lora) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (models) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (others) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (schedulers) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (single_file) (push) Has been cancelled Details Nightly and release tests on main/release branch / PyTorch Compile CUDA tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch tests on big GPU (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch Minimum Version CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:nvidia_modelopt test_location:modelopt]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:optimum_quanto test_location:quanto]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:torchao test_location:torchao]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft kernels] backend:gguf test_location:gguf]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft] backend:bitsandbytes test_location:bnb]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Generate Consolidated Test Report (push) Has been cancelled Details Test, build, and push Docker images / test-build-docker-images (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-doc-builder) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cpu) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-minimum-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-xformers-cuda) (push) Has been cancelled Details * init * fix	2026-01-09 13:32:14 -10:00
Sayak Paul	d568c9773f	[chore] remove controlnet implementations outside controlnet module. (#12152 ) * remove controlnet implementations outside controlnet module. * fix * fix * fix	2026-01-09 21:22:45 +05:30
dg845	c10bdd9b73	Add LTX 2.0 Video Pipelines (#12915 ) * Initial LTX 2.0 transformer implementation * Add tests for LTX 2 transformer model * Get LTX 2 transformer tests working * Rename LTX 2 compile test class to have LTX2 * Remove RoPE debug print statements * Get LTX 2 transformer compile tests passing * Fix LTX 2 transformer shape errors * Initial script to convert LTX 2 transformer to diffusers * Add more LTX 2 transformer audio arguments * Allow LTX 2 transformer to be loaded from local path for conversion * Improve dummy inputs and add test for LTX 2 transformer consistency * Fix LTX 2 transformer bugs so consistency test passes * Initial implementation of LTX 2.0 video VAE * Explicitly specify temporal and spatial VAE scale factors when converting * Add initial LTX 2.0 video VAE tests * Add initial LTX 2.0 video VAE tests (part 2) * Get diffusers implementation on par with official LTX 2.0 video VAE implementation * Initial LTX 2.0 vocoder implementation * Use RMSNorm implementation closer to original for LTX 2.0 video VAE * start audio decoder. * init registration. * up * simplify and clean up * up * Initial LTX 2.0 text encoder implementation * Rough initial LTX 2.0 pipeline implementation * up * up * up * up * Add imports for LTX 2.0 Audio VAE * Conversion script for LTX 2.0 Audio VAE Decoder * Add Audio VAE logic to T2V pipeline * Duplicate scheduler for audio latents * Support num_videos_per_prompt for prompt embeddings * LTX 2.0 scheduler and full pipeline conversion * Add script to test full LTX2Pipeline T2V inference * Fix pipeline return bugs * Add LTX 2 text encoder and vocoder to ltx2 subdirectory __init__ * Fix more bugs in LTX2Pipeline.__call__ * Improve CPU offload support * Fix pipeline audio VAE decoding dtype bug * Fix video shape error in full pipeline test script * Get LTX 2 T2V pipeline to produce reasonable outputs * Make LTX 2.0 scheduler more consistent with original code * Fix typo when applying scheduler fix in T2V inference script * Refactor Audio VAE to be simpler and remove helpers (#7) * remove resolve causality axes stuff. * remove a bunch of helpers. * remove adjust output shape helper. * remove the use of audiolatentshape. * move normalization and patchify out of pipeline. * fix * up * up * Remove unpatchify and patchify ops before audio latents denormalization (#9) --------- Co-authored-by: dg845 <58458699+dg845@users.noreply.github.com> * Add support for I2V (#8) * start i2v. * up * up * up * up * up * remove uniform strategy code. * remove unneeded code. * Denormalize audio latents in I2V pipeline (analogous to T2V change) (#11) * test i2v. * Move Video and Audio Text Encoder Connectors to Transformer (#12) * Denormalize audio latents in I2V pipeline (analogous to T2V change) * Initial refactor to put video and audio text encoder connectors in transformer * Get LTX 2 transformer tests working after connector refactor * precompute run_connectors,. * fixes * Address review comments * Calculate RoPE double precisions freqs using torch instead of np * Further simplify LTX 2 RoPE freq calc * Make connectors a separate module (#18) * remove text_encoder.py * address yiyi's comments. * up * up * up * up --------- Co-authored-by: sayakpaul <spsayakpaul@gmail.com> * up (#19) * address initial feedback from lightricks team (#16) * cross_attn_timestep_scale_multiplier to 1000 * implement split rope type. * up * propagate rope_type to rope embed classes as well. * up * When using split RoPE, make sure that the output dtype is same as input dtype * Fix apply split RoPE shape error when reshaping x to 4D * Add export_utils file for exporting LTX 2.0 videos with audio * Tests for T2V and I2V (#6) * add ltx2 pipeline tests. * up * up * up * up * remove content * style * Denormalize audio latents in I2V pipeline (analogous to T2V change) * Initial refactor to put video and audio text encoder connectors in transformer * Get LTX 2 transformer tests working after connector refactor * up * up * i2v tests. * up * Address review comments * Calculate RoPE double precisions freqs using torch instead of np * Further simplify LTX 2 RoPE freq calc * revert unneded changes. * up * up * update to split style rope. * up --------- Co-authored-by: Daniel Gu <dgu8957@gmail.com> * up * use export util funcs. * Point original checkpoint to LTX 2.0 official checkpoint * Allow the I2V pipeline to accept image URLs * make style and make quality * remove function map. * remove args. * update docs. * update doc entries. * disable ltx2_consistency test * Simplify LTX 2 RoPE forward by removing coords is None logic * make style and make quality * Support LTX 2.0 audio VAE encoder * Apply suggestions from code review Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> * Remove print statement in audio VAE * up * Fix bug when calculating audio RoPE coords * Ltx 2 latent upsample pipeline (#12922) * Initial implementation of LTX 2.0 latent upsampling pipeline * Add new LTX 2.0 spatial latent upsampler logic * Add test script for LTX 2.0 latent upsampling * Add option to enable VAE tiling in upsampling test script * Get latent upsampler working with video latents * Fix typo in BlurDownsample * Add latent upsample pipeline docstring and example * Remove deprecated pipeline VAE slicing/tiling methods * make style and make quality * When returning latents, return unpacked and denormalized latents for T2V and I2V * Add model_cpu_offload_seq for latent upsampling pipeline --------- Co-authored-by: Daniel Gu <dgu8957@gmail.com> * Fix latent upsampler filename in LTX 2 conversion script * Add latent upsample pipeline to LTX 2 docs * Add dummy objects for LTX 2 latent upsample pipeline * Set default FPS to official LTX 2 ckpt default of 24.0 * Set default CFG scale to official LTX 2 ckpt default of 4.0 * Update LTX 2 pipeline example docstrings * make style and make quality * Remove LTX 2 test scripts * Fix LTX 2 upsample pipeline example docstring * Add logic to convert and save a LTX 2 upsampling pipeline * Document LTX2VideoTransformer3DModel forward pass --------- Co-authored-by: sayakpaul <spsayakpaul@gmail.com>	2026-01-07 21:24:27 -08:00
Sayak Paul	6fb4c99f5a	Update wan.md to remove unneeded hfoptions (#12890 ) Some checks failed Build documentation / build (push) Has been cancelled Details CodeQL Security Analysis For Github Actions / CodeQL Analysis (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Nightly and release tests on main/release branch / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch Pipelines CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (examples) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (lora) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (models) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (others) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (schedulers) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (single_file) (push) Has been cancelled Details Nightly and release tests on main/release branch / PyTorch Compile CUDA tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch tests on big GPU (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch Minimum Version CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:nvidia_modelopt test_location:modelopt]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:optimum_quanto test_location:quanto]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:torchao test_location:torchao]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft kernels] backend:gguf test_location:gguf]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft] backend:bitsandbytes test_location:bnb]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Generate Consolidated Test Report (push) Has been cancelled Details Test, build, and push Docker images / test-build-docker-images (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-doc-builder) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cpu) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-minimum-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-xformers-cuda) (push) Has been cancelled Details	2026-01-07 09:47:19 -08:00
Sayak Paul	961b9b27d3	[docs] fix torchao typo. (#12883 ) fix torchao typo.	2026-01-07 09:43:02 -08:00
Tolga Cangöz	8f30bfff1f	Add transformer cache context for SkyReels-V2 pipelines & Update docs (#12837 ) * feat: Add transformer cache context for conditional and unconditional predictions for skyreels-v2 pipes. * docs: Remove SkyReels-V2 FLF2V model link and add contributor attribution.	2026-01-06 22:30:30 -10:00
Hu Yaoqi	98479a94c2	LTX Video 0.9.8 long multi prompt (#12614 ) Some checks failed Build documentation / build (push) Has been cancelled Details CodeQL Security Analysis For Github Actions / CodeQL Analysis (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details * LTX Video 0.9.8 long multi prompt * Further align comfyui - Added the “LTXEulerAncestralRFScheduler” scheduler, aligned with [sample_euler_ancestral_RF](`7d6103325e/comfy/k_diffusion/sampling.py (L234)`) - Updated the LTXI2VLongMultiPromptPipeline.from_pretrained() method: - Now uses LTXEulerAncestralRFScheduler by default, for better compatibility with the ComfyUI LTXV workflow. - Changed the default value of cond_strength from 1.0 to 0.5, aligning with ComfyUI’s default. - Optimized cross-window overlap blending: moved the latent-space guidance injection to before the UNet and after each step, aligned with[KSamplerX0Inpaint]([ComfyUI/comfy/samplers.py at master · comfyanonymous/ComfyUI](https://github.com/comfyanonymous/ComfyUI/blob/master/comfy/samplers.py#L391)) - Adjusted the default value of skip_steps_sigma_threshold to 1. * align with diffusers contribute rule * Add new pipelines and update imports * Enhance LTXI2VLongMultiPromptPipeline with noise rescaling Refactor LTXI2VLongMultiPromptPipeline to improve documentation and add noise rescaling functionality. * Clean up comments in scheduling_ltx_euler_ancestral_rf.py Removed design notes and limitations from the implementation. * Enhance video generation example with scheduler Updated LTXI2VLongMultiPromptPipeline example to include LTXEulerAncestralRFScheduler for ComfyUI parity. * clean up * style * copies * import ltx scheduler * copies * fix * fix more * up up * up up up * up upup * Apply suggestions from code review * Update docs/source/en/api/pipelines/ltx_video.md * Update docs/source/en/api/pipelines/ltx_video.md --------- Co-authored-by: yiyixuxu <yixu310@gmail.com>	2026-01-06 18:18:04 -10:00
Sayak Paul	7c6d314549	fix the use of device_map in CP docs (#12902 ) up	2026-01-05 19:42:32 -10:00
Miguel Martin	b5309683cb	Cosmos Predict2.5 Base: inference pipeline, scheduler & chkpt conversion (#12852 ) * cosmos predict2.5 base: convert chkpt & pipeline - New scheduler: scheduling_flow_unipc_multistep.py - Changes to TransformerCosmos for text embeddings via crossattn_proj * scheduler cleanup * simplify inference pipeline * cleanup scheduler + tests * Basic tests for flow unipc * working b2b inference * Rename everything * Tests for pipeline present, but not working (predict2 also not working) * docstring update * wrapper pipelines + make style * remove unnecessary files * UniPCMultistep: support use_karras_sigmas=True and use_flow_sigmas=True * use UniPCMultistepScheduler + fix tests for pipeline * Remove FlowUniPCMultistepScheduler * UniPCMultistepScheduler for use_flow_sigmas=True & use_karras_sigmas=True * num_inference_steps=36 due to bug in scheduler used by predict2.5 * Address comments * make style + make fix-copies * fix tests + remove references to old pipelines * address comments * add revision in from_pretrained call * fix tests	2025-12-19 05:38:18 +05:30
junqiangwu	a748a839ad	Add support for LongCat-Image (#12828 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been 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Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (models) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (others) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (schedulers) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (single_file) (push) Has been cancelled Details Nightly and release tests on main/release branch / PyTorch Compile CUDA tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch tests on big GPU (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch Minimum Version CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:nvidia_modelopt test_location:modelopt]) (push) Has 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Details Test, build, and push Docker images / test-build-docker-images (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-doc-builder) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cpu) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-minimum-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-xformers-cuda) (push) Has been cancelled Details * Add LongCat-Image * Update src/diffusers/models/transformers/transformer_longcat_image.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/models/transformers/transformer_longcat_image.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/models/transformers/transformer_longcat_image.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/models/transformers/transformer_longcat_image.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * fix code * add doc * Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image_edit.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image_edit.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * fix code & mask style & fix-copies * Apply style fixes * fix single input rewrite error --------- Co-authored-by: YiYi Xu <yixu310@gmail.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: hadoop-imagen <hadoop-imagen@psxfb7pxrbvmh3oq-worker-0.psxfb7pxrbvmh3oq.hadoop-aipnlp.svc.cluster.local>	2025-12-15 07:45:17 -10:00
Yuqian Hong	58519283e7	Support for control-lora (#10686 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Stale Bot / Close Stale Issues (push) Has been cancelled Details * run control-lora on diffusers * cannot load lora adapter * test * 1 * add control-lora * 1 * 1 * 1 * fix PeftAdapterMixin * fix module_to_save bug * delete json print * resolve conflits * merged but bug * change peft.py * 1 * delete state_dict print * fix alpha * Create control_lora.py * Add files via upload * rename * no need modify as peft updated * add doc * fix code style * styling isn't that hard 😉 * empty --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>	2025-12-15 15:52:42 +05:30
Sayak Paul	0eac64c7a6	Update distributed_inference.md to correct syntax (#12827 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Nightly and release tests on main/release branch / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch Pipelines CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (examples) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (lora) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (models) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (others) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (schedulers) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (single_file) (push) Has been cancelled Details Nightly and release tests on main/release branch / PyTorch Compile CUDA tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch tests on big GPU (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch Minimum Version CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:nvidia_modelopt test_location:modelopt]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:optimum_quanto test_location:quanto]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:torchao test_location:torchao]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft kernels] backend:gguf test_location:gguf]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft] backend:bitsandbytes test_location:bnb]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Generate Consolidated Test Report (push) Has been cancelled Details Test, build, and push Docker images / test-build-docker-images (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-doc-builder) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cpu) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-minimum-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-xformers-cuda) (push) Has been cancelled Details Mirror Community Pipeline / mirror_community_pipeline (push) Has been cancelled Details	2025-12-11 08:46:43 -08:00
Sayak Paul	6708f5c76d	[docs] improve distributed inference cp docs. (#12810 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Nightly and release tests on main/release branch / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch Pipelines CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (examples) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (lora) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (models) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (others) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (schedulers) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (single_file) (push) Has been cancelled Details Nightly and release tests on main/release branch / PyTorch Compile CUDA tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch tests on big GPU (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch Minimum Version CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:nvidia_modelopt test_location:modelopt]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:optimum_quanto test_location:quanto]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:torchao test_location:torchao]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft kernels] backend:gguf test_location:gguf]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft] backend:bitsandbytes test_location:bnb]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Generate Consolidated Test Report (push) Has been cancelled Details Test, build, and push Docker images / test-build-docker-images (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-doc-builder) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cpu) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-minimum-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-xformers-cuda) (push) Has been cancelled Details Stale Bot / Close Stale Issues (push) Has been cancelled Details * improve distributed inference cp docs. * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-12-10 08:25:07 -08:00
CalamitousFelicitousness	2246d2c7c4	Add ZImageImg2ImgPipeline (#12751 ) * Add ZImageImg2ImgPipeline Updated the pipeline structure to include ZImageImg2ImgPipeline alongside ZImagePipeline. Implemented the ZImageImg2ImgPipeline class for image-to-image transformations, including necessary methods for encoding prompts, preparing latents, and denoising. Enhanced the auto_pipeline to map the new ZImageImg2ImgPipeline for image generation tasks. Added unit tests for ZImageImg2ImgPipeline to ensure functionality and performance. Updated dummy objects to include ZImageImg2ImgPipeline for testing purposes. * Address review comments for ZImageImg2ImgPipeline - Add `# Copied from` annotations to encode_prompt and _encode_prompt - Add ZImagePipeline to auto_pipeline.py for AutoPipeline support * Add ZImage pipeline documentation --------- Co-authored-by: YiYi Xu <yixu310@gmail.com> Co-authored-by: Álvaro Somoza <asomoza@users.noreply.github.com>	2025-12-07 22:06:23 -10:00
jingyu-ml	5a74319715	Update the TensorRT-ModelOPT to Nvidia-ModelOPT (#12793 ) Update the naming Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>	2025-12-08 10:07:04 +05:30
Tran Thanh Luan	6290fdfda4	[Feat] TaylorSeer Cache (#12648 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Stale Bot / Close Stale Issues (push) Has been cancelled Details Nightly and release tests on main/release branch / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch Pipelines CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (examples) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (lora) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (models) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (others) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (schedulers) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (single_file) (push) Has been cancelled Details Nightly and release tests on main/release branch / PyTorch Compile CUDA tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch tests on big GPU (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch Minimum Version CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:nvidia_modelopt test_location:modelopt]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:optimum_quanto test_location:quanto]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:torchao test_location:torchao]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft kernels] backend:gguf test_location:gguf]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft] backend:bitsandbytes test_location:bnb]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Generate Consolidated Test Report (push) Has been cancelled Details Test, build, and push Docker images / test-build-docker-images (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-doc-builder) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cpu) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-minimum-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-xformers-cuda) (push) Has been cancelled Details * init taylor_seer cache * make compatible with any tuple size returned * use logger for printing, add warmup feature * still update in warmup steps * refractor, add docs * add configurable cache, skip compute module * allow special cache ids only * add stop_predicts (cooldown) * update docs * apply ruff * update to handle multple calls per timestep * refractor to use state manager * fix format & doc * chores: naming, remove redundancy * add docs * quality & style * fix taylor precision * Apply style fixes * add tests * Apply style fixes * Remove TaylorSeerCacheTesterMixin from flux2 tests * rename identifiers, use more expressive taylor predict loop * torch compile compatible * Apply style fixes * Update src/diffusers/hooks/taylorseer_cache.py Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com> * update docs * make fix-copies * fix example usage. * remove tests on flux kontext --------- Co-authored-by: toilaluan <toilaluan@github.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com> Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>	2025-12-06 05:39:54 +05:30
Sayak Paul	8430ac2a2f	[docs] minor fixes to kandinsky docs (#12797 ) up	2025-12-05 08:33:05 -08:00
sayakpaul	bb9e713d02	move kandisnky docs.	2025-12-05 21:44:24 +07:00
Álvaro Somoza	c98c157a9e	[Docs] Add Z-Image docs (#12775 ) * initial * toctree * fix * apply review and fix * Update docs/source/en/api/pipelines/z_image.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/api/pipelines/z_image.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/api/pipelines/z_image.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-12-05 11:05:47 -03:00
Sayak Paul	c318686090	Update attention_backends.md to format kernels (#12757 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Nightly and release tests on main/release branch / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch Pipelines CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (examples) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (lora) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (models) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (others) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (schedulers) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (single_file) (push) Has been cancelled Details Nightly and release tests on main/release branch / PyTorch Compile CUDA tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch tests on big GPU (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch Minimum Version CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:nvidia_modelopt test_location:modelopt]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:optimum_quanto test_location:quanto]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:torchao test_location:torchao]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft kernels] backend:gguf test_location:gguf]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft] backend:bitsandbytes test_location:bnb]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Generate Consolidated Test Report (push) Has been cancelled Details Test, build, and push Docker images / test-build-docker-images (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-doc-builder) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cpu) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-minimum-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-xformers-cuda) (push) Has been cancelled Details	2025-12-04 07:48:23 -08:00
Lev Novitskiy	d0c54e5563	Kandinsky 5.0 Video Pro and Image Lite (#12664 ) * add transformer pipeline first version --------- 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> Co-authored-by: dmitrienkoae <dmitrienko.ae@phystech.edu> Co-authored-by: nvvaulin <nvvaulin@gmail.com>	2025-12-03 00:46:37 -10:00
Sayak Paul	f48f9c250f	[core] start varlen variants for attn backend kernels. (#12765 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details * start varlen variants for attn backend kernels. * maybe unflatten heads. * updates * remove unused function. * doc * up	2025-12-03 13:34:52 +05:30
Guo-Hua Wang	4f136f842c	Add support for Ovis-Image (#12740 ) * add ovis_image * fix code quality * optimize pipeline_ovis_image.py according to the feedbacks * optimize imports * add docs * make style * make style * add ovis to toctree * oops --------- Co-authored-by: YiYi Xu <yixu310@gmail.com>	2025-12-02 11:48:07 -10:00
CalamitousFelicitousness	edf36f5128	Add ZImage LoRA support and integrate into ZImagePipeline (#12750 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Stale Bot / Close Stale Issues (push) Has been cancelled Details * Add ZImage LoRA support and integrate into ZImagePipeline * Add LoRA test for Z-Image * Move the LoRA test * Fix ZImage LoRA scale support and test configuration * Add ZImage LoRA test overrides for architecture differences - Override test_lora_fuse_nan to use ZImage's 'layers' attribute instead of 'transformer_blocks' - Skip block-level LoRA scaling test (not supported in ZImage) - Add required imports: numpy, torch_device, check_if_lora_correctly_set * Add ZImageLoraLoaderMixin to LoRA documentation * Use conditional import for peft.LoraConfig in ZImage tests * Override test_correct_lora_configs_with_different_ranks for ZImage ZImage uses 'attention.to_k' naming convention instead of 'attn.to_k', so the base test's module name search loop never finds a match. This override uses the correct naming pattern for ZImage architecture. * Add is_flaky decorator to ZImage LoRA tests initialise padding tokens * Skip ZImage LoRA test class entirely Skip the entire ZImageLoRATests class due to non-deterministic behavior from complex64 RoPE operations and torch.empty padding tokens. LoRA functionality works correctly with real models. Clean up removed: - Individual @unittest.skip decorators - @is_flaky decorator overrides for inherited methods - Custom test method overrides - Global torch deterministic settings - Unused imports (numpy, is_flaky, check_if_lora_correctly_set) --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> Co-authored-by: Álvaro Somoza <asomoza@users.noreply.github.com>	2025-12-02 02:16:30 -03:00
Sayak Paul	564079f295	[feat]: implement "local" caption upsampling for Flux.2 (#12718 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details * feat: implement caption upsampling for flux.2. * doc * up * fix * up * fix system prompts 🤷‍ * up * up * up	2025-12-02 04:27:24 +05:30
Sayak Paul	394a48d169	Update bria_fibo.md with minor fixes (#12731 ) * Update bria_fibo.md with minor fixes * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-12-02 04:24:19 +05:30
Gal Davidi	99784ae0d2	Rename BriaPipeline to BriaFiboPipeline in documentation (#12758 )	2025-12-01 09:34:47 -10:00
YiYi Xu	6156cf8f22	Hunyuanvideo15 (#12696 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Stale Bot / Close Stale Issues (push) Has been cancelled Details * add --------- Co-authored-by: yiyi@huggingface.co <yiyi@ip-26-0-161-123.ec2.internal> Co-authored-by: yiyi@huggingface.co <yiyi@ip-26-0-160-103.ec2.internal> Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>	2025-11-30 20:27:59 -10:00
Dhruv Nair	b010a8ce0c	[Modular] Add single file support to Modular (#12383 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Nightly and release tests on main/release branch / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch Pipelines CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (examples) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (lora) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (models) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (others) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (schedulers) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (single_file) (push) Has been cancelled Details Nightly and release tests on main/release branch / PyTorch Compile CUDA tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch tests on big GPU (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch Minimum Version CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:nvidia_modelopt test_location:modelopt]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:optimum_quanto test_location:quanto]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:torchao test_location:torchao]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft kernels] backend:gguf test_location:gguf]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft] backend:bitsandbytes test_location:bnb]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Generate Consolidated Test Report (push) Has been cancelled Details Test, build, and push Docker images / test-build-docker-images (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-doc-builder) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cpu) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-minimum-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-xformers-cuda) (push) Has been cancelled Details Stale Bot / Close Stale Issues (push) Has been cancelled Details * update * update * update * update * Apply style fixes * update * update * update * update * update --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>	2025-11-28 22:23:04 +05:30
Sayak Paul	94c9613f99	[docs] Correct flux2 links (#12716 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Stale Bot / Close Stale Issues (push) Has been cancelled Details * fix links * up	2025-11-26 10:46:51 +05:30
Sayak Paul	5ffb73d4ae	let's go Flux2 🚀 (#12711 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Nightly and release tests on main/release branch / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch Pipelines CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (examples) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (lora) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (models) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (others) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (schedulers) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (single_file) (push) Has been cancelled Details Nightly and release tests on main/release branch / PyTorch Compile CUDA tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch tests on big GPU (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch Minimum Version CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:nvidia_modelopt test_location:modelopt]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:optimum_quanto test_location:quanto]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:torchao test_location:torchao]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft kernels] backend:gguf test_location:gguf]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft] backend:bitsandbytes test_location:bnb]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Generate Consolidated Test Report (push) Has been cancelled Details Test, build, and push Docker images / test-build-docker-images (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-doc-builder) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cpu) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-minimum-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-xformers-cuda) (push) Has been cancelled Details * add vae * Initial commit for Flux 2 Transformer implementation * add pipeline part * small edits to the pipeline and conversion * update conversion script * fix * up up * finish pipeline * Remove Flux IP Adapter logic for now * Remove deprecated 3D id logic * Remove ControlNet logic for now * Add link to ViT-22B paper as reference for parallel transformer blocks such as the Flux 2 single stream block * update pipeline * Don't use biases for input projs and output AdaNorm * up * Remove bias for double stream block text QKV projections * Add script to convert Flux 2 transformer to diffusers * make style and make quality * fix a few things. * allow sft files to go. * fix image processor * fix batch * style a bit * Fix some bugs in Flux 2 transformer implementation * Fix dummy input preparation and fix some test bugs * fix dtype casting in timestep guidance module. * resolve conflicts., * remove ip adapter stuff. * Fix Flux 2 transformer consistency test * Fix bug in Flux2TransformerBlock (double stream block) * Get remaining Flux 2 transformer tests passing * make style; make quality; make fix-copies * remove stuff. * fix type annotaton. * remove unneeded stuff from tests * tests * up * up * add sf support * Remove unused IP Adapter and ControlNet logic from transformer (#9) * copied from * Apply suggestions from code review Co-authored-by: YiYi Xu <yixu310@gmail.com> Co-authored-by: apolinário <joaopaulo.passos@gmail.com> * up * up * up * up * up * Refactor Flux2Attention into separate classes for double stream and single stream attention * Add _supports_qkv_fusion to AttentionModuleMixin to allow subclasses to disable QKV fusion * Have Flux2ParallelSelfAttention inherit from AttentionModuleMixin with _supports_qkv_fusion=False * Log debug message when calling fuse_projections on a AttentionModuleMixin subclass that does not support QKV fusion * Address review comments * Update src/diffusers/pipelines/flux2/pipeline_flux2.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * up * Remove maybe_allow_in_graph decorators for Flux 2 transformer blocks (#12) * up * support ostris loras. (#13) * up * update schdule * up * up (#17) * add training scripts (#16) * add training scripts Co-authored-by: Linoy Tsaban <linoytsaban@gmail.com> * model cpu offload in validation. * add flux.2 readme * add img2img and tests * cpu offload in log validation * Apply suggestions from code review * fix * up * fixes * remove i2i training tests for now. --------- Co-authored-by: Linoy Tsaban <linoytsaban@gmail.com> Co-authored-by: linoytsaban <linoy@huggingface.co> * up --------- Co-authored-by: yiyixuxu <yixu310@gmail.com> Co-authored-by: Daniel Gu <dgu8957@gmail.com> Co-authored-by: yiyi@huggingface.co <yiyi@ip-10-53-87-203.ec2.internal> Co-authored-by: dg845 <58458699+dg845@users.noreply.github.com> Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com> Co-authored-by: apolinário <joaopaulo.passos@gmail.com> Co-authored-by: yiyi@huggingface.co <yiyi@ip-26-0-160-103.ec2.internal> Co-authored-by: Linoy Tsaban <linoytsaban@gmail.com> Co-authored-by: linoytsaban <linoy@huggingface.co>	2025-11-25 21:49:04 +05:30
Junsong Chen	d33d9f6715	fix typo in docs (#12675 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Stale Bot / Close Stale Issues (push) Has been cancelled Details * fix typo in docs * Update docs/source/en/api/pipelines/sana_video.md Co-authored-by: dg845 <58458699+dg845@users.noreply.github.com> --------- Co-authored-by: dg845 <58458699+dg845@users.noreply.github.com>	2025-11-24 19:42:16 -08:00
cdutr	fbcd3ba6b2	[i8n-pt] Fix grammar and expand Portuguese documentation (#12598 ) * Updates Portuguese documentation for Diffusers library Enhances the Portuguese documentation with: - Restructured table of contents for improved navigation - Added placeholder page for in-translation content - Refined language and improved readability in existing pages - Introduced a new page on basic Stable Diffusion performance guidance Improves overall documentation structure and user experience for Portuguese-speaking users * Removes untranslated sections from Portuguese documentation Cleans up the Portuguese documentation table of contents by removing placeholder sections marked as "Em tradução" (In translation) Removes the in_translation.md file and associated table of contents entries for sections that are not yet translated, improving documentation clarity	2025-11-24 14:07:32 -08:00
Sayak Paul	d176f61fcf	[core] support sage attention + FA2 through `kernels` (#12439 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Nightly and release tests on main/release branch / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch Pipelines CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (examples) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (lora) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (models) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (others) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (schedulers) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (single_file) (push) Has been cancelled Details Nightly and release tests on main/release branch / PyTorch Compile CUDA tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch tests on big GPU (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch Minimum Version CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:nvidia_modelopt test_location:modelopt]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:optimum_quanto test_location:quanto]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:torchao test_location:torchao]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft kernels] backend:gguf test_location:gguf]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft] backend:bitsandbytes test_location:bnb]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Generate Consolidated Test Report (push) Has been cancelled Details Test, build, and push Docker images / test-build-docker-images (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-doc-builder) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cpu) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-minimum-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-xformers-cuda) (push) Has been cancelled Details * up * support automatic dispatch. * disable compile support for now./ * up * flash too. * document. * up * up * up * up	2025-11-24 16:58:07 +05:30
Junsong Chen	1afc21855e	SANA-Video Image to Video pipeline `SanaImageToVideoPipeline` support (#12634 ) * move sana-video to a new dir and add `SanaImageToVideoPipeline` with no modify; * fix bug and run text/image-to-vidoe success; * make style; quality; fix-copies; * add sana image-to-video pipeline in markdown; * add test case for sana image-to-video; * make style; * add a init file in sana-video test dir; * Update src/diffusers/pipelines/sana_video/pipeline_sana_video_i2v.py Co-authored-by: dg845 <58458699+dg845@users.noreply.github.com> * Update tests/pipelines/sana_video/test_sana_video_i2v.py Co-authored-by: dg845 <58458699+dg845@users.noreply.github.com> * Update src/diffusers/pipelines/sana_video/pipeline_sana_video_i2v.py Co-authored-by: dg845 <58458699+dg845@users.noreply.github.com> * Update src/diffusers/pipelines/sana_video/pipeline_sana_video_i2v.py Co-authored-by: dg845 <58458699+dg845@users.noreply.github.com> * Update tests/pipelines/sana_video/test_sana_video_i2v.py Co-authored-by: dg845 <58458699+dg845@users.noreply.github.com> * minor update; * fix bug and skip fp16 save test; Co-authored-by: Yuyang Zhao <43061147+HeliosZhao@users.noreply.github.com> * Update src/diffusers/pipelines/sana_video/pipeline_sana_video_i2v.py Co-authored-by: dg845 <58458699+dg845@users.noreply.github.com> * Update src/diffusers/pipelines/sana_video/pipeline_sana_video_i2v.py Co-authored-by: dg845 <58458699+dg845@users.noreply.github.com> * Update src/diffusers/pipelines/sana_video/pipeline_sana_video_i2v.py Co-authored-by: dg845 <58458699+dg845@users.noreply.github.com> * Update src/diffusers/pipelines/sana_video/pipeline_sana_video_i2v.py Co-authored-by: dg845 <58458699+dg845@users.noreply.github.com> * add copied from for `encode_prompt` * Apply style fixes --------- Co-authored-by: dg845 <58458699+dg845@users.noreply.github.com> Co-authored-by: Yuyang Zhao <43061147+HeliosZhao@users.noreply.github.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>	2025-11-17 00:23:34 -08:00
dg845	a9e4883b6a	Update Wan Animate Docs (#12658 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Stale Bot / Close Stale Issues (push) Has been cancelled Details * Update the Wan Animate docs to reflect the most recent code * Further explain input preprocessing and link to original Wan Animate preprocessing scripts	2025-11-14 16:06:22 -08:00
Dhruv Nair	eeae0338e7	[Modular] Add Custom Blocks guide to doc (#12339 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Stale Bot / Close Stale Issues (push) Has been cancelled Details Nightly and release tests on main/release branch / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch Pipelines CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (examples) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (lora) (push) Has been cancelled 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been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:optimum_quanto test_location:quanto]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:torchao test_location:torchao]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft kernels] backend:gguf test_location:gguf]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft] backend:bitsandbytes test_location:bnb]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Generate Consolidated Test Report (push) Has been cancelled Details Test, build, and push Docker images / test-build-docker-images (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-doc-builder) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cpu) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-minimum-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-xformers-cuda) (push) Has been cancelled Details Benchmarking tests / Torch Core Models CUDA Benchmarking Tests (push) Has been cancelled Details * update * update * Update docs/source/en/modular_diffusers/custom_blocks.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/modular_diffusers/custom_blocks.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/_toctree.yml Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/modular_diffusers/custom_blocks.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Apply suggestion from @stevhliu Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Apply suggestion from @stevhliu Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * update * update * update * Apply suggestion from @stevhliu Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Apply suggestion from @stevhliu Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * update * update * update * update * update * Update docs/source/en/modular_diffusers/custom_blocks.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-11-14 10:59:59 +05:30
Steven Liu	40de88af8c	[docs] AutoModel (#12644 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Nightly and release tests on main/release branch / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch Pipelines CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (examples) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (lora) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (models) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (others) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (schedulers) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (single_file) (push) Has been cancelled Details Nightly and release tests on main/release branch / PyTorch Compile CUDA tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch tests on big GPU (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch Minimum Version CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:nvidia_modelopt test_location:modelopt]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:optimum_quanto test_location:quanto]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:torchao test_location:torchao]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft kernels] backend:gguf test_location:gguf]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft] backend:bitsandbytes test_location:bnb]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Generate Consolidated Test Report (push) Has been cancelled Details Test, build, and push Docker images / test-build-docker-images (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-doc-builder) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cpu) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-minimum-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-xformers-cuda) (push) Has been cancelled Details * automodel * fix	2025-11-13 08:43:24 -08:00
Steven Liu	6a2309b98d	[utils] Update check_doc_toc (#12642 ) update Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>	2025-11-13 08:42:31 -08:00
dg845	d8e4805816	[WIP]Add Wan2.2 Animate Pipeline (Continuation of #12442 by tolgacangoz) (#12526 ) --------- Co-authored-by: Tolga Cangöz <mtcangoz@gmail.com> Co-authored-by: Tolga Cangöz <46008593+tolgacangoz@users.noreply.github.com>	2025-11-12 16:52:31 -10:00
Dhruv Nair	8f6328c4a4	[Modular] Clean up docs (#12604 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / Fast PyTorch CPU tests on Ubuntu (push) Has been cancelled Details Fast tests on main / PyTorch Example CPU tests on Ubuntu (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Nightly and release tests on main/release branch / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch Pipelines CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (examples) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (lora) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (models) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (others) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (schedulers) (push) Has been cancelled Details Nightly and release tests on main/release branch / Nightly Torch CUDA Tests (single_file) (push) Has been cancelled Details Nightly and release tests on main/release branch / PyTorch Compile CUDA tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch tests on big GPU (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch Minimum Version CUDA Tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:nvidia_modelopt test_location:modelopt]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:optimum_quanto test_location:quanto]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[] backend:torchao test_location:torchao]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft kernels] backend:gguf test_location:gguf]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (map[additional_deps:[peft] backend:bitsandbytes test_location:bnb]) (push) Has been cancelled Details Nightly and release tests on main/release branch / Torch quantization nightly tests (push) Has been cancelled Details Nightly and release tests on main/release branch / Generate Consolidated Test Report (push) Has been cancelled Details Test, build, and push Docker images / test-build-docker-images (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-doc-builder) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cpu) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-minimum-cuda) (push) Has been cancelled Details Test, build, and push Docker images / build-and-push-docker-images (diffusers-pytorch-xformers-cuda) (push) Has been cancelled Details update Co-authored-by: YiYi Xu <yixu310@gmail.com>	2025-11-10 23:37:29 +05:30
Jay Wu	04f9d2bf3d	add ChronoEdit (#12593 ) * 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>	2025-11-09 22:07:00 -08:00
Junsong Chen	b3e9dfced7	[SANA-Video] Adding 5s pre-trained 480p SANA-Video inference (#12584 ) Some checks failed Build documentation / build (push) Has been cancelled Details Run dependency tests / check_dependencies (push) Has been cancelled Details Run Torch dependency tests / check_torch_dependencies (push) Has been cancelled Details Fast GPU Tests on main / Setup Torch Pipelines CUDA Slow Tests Matrix (push) Has been cancelled Details Fast GPU Tests on main / Torch Pipelines CUDA Tests (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (lora) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (models) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (others) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (schedulers) (push) Has been cancelled Details Fast GPU Tests on main / Torch CUDA Tests (single_file) (push) Has been cancelled Details Fast GPU Tests on main / PyTorch Compile CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / PyTorch xformers CUDA tests (push) Has been cancelled Details Fast GPU Tests on main / Examples PyTorch CUDA tests on Ubuntu (push) Has been cancelled Details Fast tests on main / ${{ matrix.config.name }} (map[framework:pytorch image:diffusers/diffusers-pytorch-cpu name:Fast PyTorch CPU tests on Ubuntu report:torch_cpu runner:aws-general-8-plus]) (push) Has been cancelled Details Fast tests on main / ${{ matrix.config.name }} (map[framework:pytorch_examples image:diffusers/diffusers-pytorch-cpu name:PyTorch Example CPU tests on Ubuntu report:torch_example_cpu runner:aws-general-8-plus]) (push) Has been cancelled Details Secret Leaks / trufflehog (push) Has been cancelled Details Update Diffusers metadata / update_metadata (push) Has been cancelled Details Stale Bot / Close Stale Issues (push) Has been cancelled Details * 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>	2025-11-05 21:08:47 -08:00
Sayak Paul	ac5a1e28fc	[docs] sort doc (#12586 ) Some checks are pending Build documentation / build (push) Waiting to run Details Run dependency tests / check_dependencies (push) Waiting to run Details Run Torch dependency tests / check_torch_dependencies (push) Waiting to run Details Secret Leaks / trufflehog (push) Waiting to run Details Update Diffusers metadata / update_metadata (push) Waiting to run Details sort doc	2025-11-04 10:26:07 +05:30

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