Update dependency diffusers to v0.39.0

[renovate]

ℹ️ Note

This PR body was truncated due to platform limits.

This PR contains the following updates:

Package	Change	Age	Confidence
diffusers	==0.36.0 → ==0.39.0

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Release Notes

huggingface/diffusers (diffusers)

v0.39.0: Diffusers 0.39.0: New image and video pipelines, core library improvements, and more

Compare Source

New Pipelines

Cosmos 3

Cosmos 3 is NVIDIA's unified world foundation model (WFM) for Physical AI — a single omni-model built on a Mixture-of-Transformers (MoT) architecture that combines world generation, physical reasoning, and action generation, replacing the separate Predict, Reason, and Transfer models from earlier Cosmos releases. A single Cosmos3OmniTransformer runs a Qwen-style language model in parallel with a diffusion generation pathway, joined by a 3D multimodal RoPE. This release also lands video-to-video and action-conditioned generation, and a sound encoder.

• PR: #​13818
• Docs: https://huggingface.co/docs/diffusers/main/api/pipelines/cosmos3

Thanks to @​atharvajoshi10, @​yzhautouskay, and @​MaciejBalaNV for the contributions.

Ideogram 4

Ideogram 4 is a flow-matching text-to-image model that uses a multimodal text encoder and an asymmetric classifier-free guidance scheme: a dedicated unconditional_transformer produces the negative branch with zeroed text features, while the main transformer consumes the full packed text + image sequence. The pipeline ships with structured prompt upsampling and LoRA loading support.

• PR: #​13859
• Docs: https://huggingface.co/docs/diffusers/main/api/pipelines/ideogram4

Thanks to @​JinLiIdeogram for the contribution.

Krea 2

Krea 2 (K2) is a flow-matching text-to-image model built around a single-stream MMDiT with grouped-query attention. A Qwen3-VL text encoder provides the conditioning — hidden states from twelve decoder layers are tapped per token and fused inside the transformer by a small text-fusion stage — and images are decoded with the Qwen-Image VAE. Both the base (midtrain) and TDM (distilled, few-step) checkpoints are supported, alongside a LoRA DreamBooth trainer.

• PR: #​14045
• Docs: https://huggingface.co/docs/diffusers/main/api/pipelines/krea2

Thanks to @​EleaZhong and @​Abhinay1997 for the contribution.

DreamLite

DreamLite is a text-to-image and image-editing model from ByteDance. It pairs a custom 2D U-Net (DreamLiteUNetModel) with the Qwen3-VL multimodal encoder as its prompt / image-instruction encoder, and uses an AutoencoderTiny (TAESD-style) VAE for fast latent encode/decode. A distilled DreamLiteMobilePipeline targets on-device, low-latency generation.

• PR: #​13815
• Docs: https://huggingface.co/docs/diffusers/main/api/pipelines/dreamlite

Thanks to @​Carlofkl for the contribution.

PRX Pixel

PRXPixel is a pixel-space text-to-image generation model by Photoroom. A ~7B PRXTransformer2DModel denoises raw RGB images directly — no VAE is needed. The model is conditioned on a Qwen3-VL text encoder and uses flow matching where the transformer predicts the clean image at each step (x-prediction).

• PR: #​13928
• Docs: https://huggingface.co/docs/diffusers/main/api/pipelines/prx_pixel

Thanks to @​DavidBert for the contribution.

Motif-Video

Motif-Video is a 2B parameter diffusion transformer for text-to-video and image-to-video generation. It features a three-stage architecture (12 dual-stream + 16 single-stream + 8 DDT decoder layers), Shared Cross-Attention for stable text-video alignment over long sequences, a T5Gemma2 text encoder, and rectified flow matching for velocity prediction.

• PR: #​13551
• Docs: https://huggingface.co/docs/diffusers/main/api/pipelines/motif_video

Thanks to @​waitingcheung for the contribution.

AnyFlow

AnyFlow from NVIDIA, NUS, and MIT is the first any-step video diffusion framework built on flow maps, enabling a single model (bidirectional or causal) to adapt to arbitrary inference budgets. It ships both bidirectional and FAR causal pipelines built on Wan2.1 backbones, covering text-to-video, image-to-video, and video-to-video.

• PR: #​13745
• Docs: https://huggingface.co/docs/diffusers/main/api/pipelines/anyflow

Thanks to @​Enderfga for the contribution.

JoyAI-Image-Edit

JoyAI-Image is a unified multimodal foundation model for image understanding, text-to-image generation, and instruction-guided image editing. It combines an 8B Multimodal LLM with a 16B Multimodal Diffusion Transformer (MMDiT). JoyImageEditPipeline supports general image editing as well as spatial editing capabilities including object move, object rotation, and camera control.

• PR: #​13444
• Docs: https://huggingface.co/docs/diffusers/main/api/pipelines/joyimage_edit

Thanks to @​Moran232 for the contribution.

DiffusionGemma

DiffusionGemma is a block-diffusion encoder-decoder language model. A causal encoder reads the clean prompt (and any previously generated blocks) into a KV cache, and a bidirectional decoder denoises a fixed-size "canvas" of tokens by cross-attending to that cache, committing the most confident tokens via the new BlockRefinementScheduler. The released checkpoint is google/diffusiongemma-26B-A4B-it.

• PR: #​13986
• Docs: https://huggingface.co/docs/diffusers/main/api/pipelines/diffusion_gemma

Anima

Anima is a 2 billion parameter text-to-image model created via a collaboration between CircleStone Labs and Comfy Org. It is focused mainly on anime concepts, characters, and styles, but is also capable of generating a wide variety of other non-photorealistic content.

It reuses the CosmosTransformer3DModel with a Qwen3 text encoder, a T5-token text conditioner, and the AutoencoderKLQwenImage VAE.

• PR: #​13732
• Docs: https://huggingface.co/docs/diffusers/main/api/pipelines/anima

Thanks to @​rmatif for the contribution.

LTX-2.X IC LoRA and HDR Pipelines

New LTX2InContextPipeline (in-context LoRA) and LTX2HDRPipeline extend the LTX-2 family with in-context conditioning and HDR video generation.

• PR: #​13572
• Docs: https://huggingface.co/docs/diffusers/main/api/pipelines/ltx2

Modular Pipeline Support

• We added a modular pipeline for Stable Diffusion 3 (SD3) in #​13324 (thanks to @​AlanPonnachan).
• We added a modular pipeline for Anima in #​13732 (thanks to @​rmatif).
• LoRA loading is now enabled on ErnieImageModularPipeline (#​13948) and Ideogram4ModularPipeline (#​13980), thanks to @​SamuelTallet.

Core Library

• AutoRound quantization integration
• safetensors support in the TorchAO backend and _dequantize for the TorchAO quantizer
• BitsAndBytes quantization on MPS
• AutoPipelineForText2Audio
• AWS Neuron (Trainium/Inferentia) as an officially supported device with torch.compile compatibility
• Bump safetensors to 0.8.0
• Minimum supported torch version is now 2.6
• Eliminate GPU sync overhead and CPU→GPU transfers across the LTX-2 pipeline

All commits

• [CI] Update all workflows with permissions by @​DN6 in #​13672
• [agents docs] update models.md with class attributes and attention mask by @​yiyixuxu in #​13665
• Fix ignored generator in FlowMatchEulerDiscreteScheduler by @​RobbinMarcus in #​13678
• [core] remove txt_seq_lens from qwen transformer. by @​sayakpaul in #​13674
• [tests] fix lora tests involving clip. by @​sayakpaul in #​13675
• post release 0.38.0 by @​sayakpaul in #​13670
• Fix NameError in ZImageOmniPipeline when guidance_scale=0 by @​Ricardo-M-L in #​13527
• Enable TorchAO int4wo quantization tests on XPU by @​jiqing-feng in #​13537
• [CI] QOL improvement for PR size labeler by @​DN6 in #​13554
• Fix BucketBatchSampler cache alignment in DreamBooth scripts by @​azolotenkov in #​13353
• chore: update pr_labeler.yml by @​hf-security-analysis[bot] in #​13685
• Address ernie-image review findings #​13577 by @​akshan-main in #​13663
• feat: Add Modular Pipeline for Stable Diffusion 3 (SD3) by @​AlanPonnachan in #​13324
• Update attention_backends.md to update FA3 minimum support to Ampere by @​sayakpaul in #​13283
• [CI] Bump style-bot SHA + switch to GitHub App by @​paulinebm in #​13690
• [feat] JoyAI-JoyImage-Edit support by @​Moran232 in #​13444
• Add LoRA support for Cosmos Predict 2.5 and fix pipeline to match official Cosmos repo by @​terarachang in #​13664
• Eliminate GPU sync overhead and CPU→GPU transfers across LTX2 pipeline by @​ViktoriiaRomanova in #​13564
• Gate deep imports from torch.distributed by @​hlky in #​13673
• Bump diffusers from 0.20.1 to 0.38.0 in /examples/research_projects/realfill by @​dependabot[bot] in #​13692
• Reduce WanAnimate TorchAO test input sizes to prevent OOM by @​jiqing-feng in #​13541
• add SP support for flash_varlen_hub backend by @​zhtmike in #​13479
• [ci] allow claude to open PRs for certain instructions. by @​sayakpaul in #​13536
• [ci] remove compel. by @​sayakpaul in #​13715
• styling fix. by @​sayakpaul (direct commit on v0.39.0-release)
• better usage of UV_PRERELEASE=allow by @​sayakpaul in #​13716
• [docs] add magcache to caching api listing by @​sayakpaul in #​13714
• [tests] refactor autoencoderkl tests by @​sayakpaul in #​13368
• [docs] add docs for JoyAI-Image-Edit by @​feice-huang in #​13726
• [tests] add attention backend tests. by @​sayakpaul in #​13174
• Install transformers from main for doc and staging by @​sayakpaul in #​13723
• Update Flax removal version by @​DN6 in #​13729
• examples/dreambooth: fix LR scheduler step count for multi-GPU in train_dreambooth_lora_sd3.py by @​Dev-X25874 in #​13731
• Serge reviewer by @​sayakpaul in #​13735
• [ci] switch to a more unique name by @​sayakpaul in #​13738
• fix autoencoder memory tests by @​sayakpaul in #​13734
• Fix GGUF to Work Better with modules_to_not_convert / keep_in_fp32_modules by @​dg845 in #​13697
• [tests] refactor ltx2 autoencoder tests to use latest mixins by @​sayakpaul in #​13739
• feat: Add Motif-Video model and pipelines by @​waitingcheung in #​13551
• Update contribution guidelines by @​DN6 in #​13753
• [agents] add a section on tests in the ai skill and integration guides. by @​sayakpaul in #​13752
• Add LTX-2.X IC LoRA and HDR Pipelines by @​dg845 in #​13572
• [tests] Fix controlnet tests by @​sayakpaul in #​13736
• [tests] fix bitsandbytes compile tests for flux. by @​sayakpaul in #​13750
• [core] minimum torch version is 2.6 by @​sayakpaul in #​13725
• [tests] fix lora checkpoint serialization issues by @​sayakpaul in #​13676
• fix(randn_tensor): compare device.type, not torch.device, when suppressing MPS info log by @​Ricardo-M-L in #​13508
• [LLADA2] Fix llada2 review #​13598 by @​kashif in #​13698
• fix lfs pointer rejection problems for hub tests by @​sayakpaul in #​13733
• Fix training gradient underflow in quantization tests by @​jiqing-feng in #​13539
• examples/dreambooth: fix missing weighting chunk when using prior preservation in Flux and SD3 LoRA training by @​Dev-X25874 in #​13743
• Implement _dequantize for TorchAO quantizer by @​jiqing-feng in #​13538
• fix device mismatch issue for HiDreamTransformerTests by @​kaixuanliu in #​13766
• [docs] remove pipeline examples section by @​stevhliu in #​13771
• [CI] Replace print_env step in CI with diffusers-cli env by @​DN6 in #​13662
• update safetensors.torch._tobytes to safetensors.torch._to_ndarray by @​sywangyi in #​13770
• [agents docs] update pipelines.md: by @​yiyixuxu in #​13570
• fix(gguf): correct mismatched-shape error message in check_quantized_param_shape by @​Ricardo-M-L in #​13504
• [CI] claude_review: target source PR's branch for follow-up PRs by @​yiyixuxu in #​13774
• [WIP] chore: add utilities to check if call/forward methods are documented. by @​sayakpaul in #​13758
• Fix OOM in WanAnimate BitsAndBytes Training Test by @​jiqing-feng in #​13777
• ci: use uv overrides to make sure tokenizers install from <=0.23.0 under subs by @​sayakpaul in #​13767
• [LTX 2.3] update docs by @​linoytsaban in #​13788
• [docs] fix ace step checkpoint id. by @​sayakpaul in #​13787
• Add AnyFlow Any-Step Video Diffusion Pipelines (Bidirectional + FAR Causal) by @​Enderfga in #​13745
• Initialize ZImage pad tokens deterministically by @​sywangyi in #​13805
• note: torch.zeros -> torch.empty by @​sayakpaul in #​13807
• chore: enable Dependabot weekly GitHub Actions bumps by @​hf-dependantbot-rollout[bot] in #​13812
• [ci] shorten serge name. by @​sayakpaul in #​13795
• Adding Cosmos 3 to Diffusers by @​atharvajoshi10 in #​13818
• This PR updates the Stable Diffusion IP-Adapter integration by @​sywangyi in #​13810
• [AnyFlow] FAR: standalone causal-mask builder + torch.compile follow-up by @​Enderfga in #​13792
• Update repo_id for FLASH_4_HUB in attention_dispatch by @​WaterKnight1998 in #​13822
• Pin torchvision, torch, and torchaudio versions by @​sayakpaul in #​13757
• [docs] Follow ups for consistent forward docstrings by @​sayakpaul in #​13779
• refactor sana transformer tests by @​akshan-main in #​13826
• Fix redundant Z-Image terminal timestep by @​rootonchair in #​13730
• override torch stuff to prevent them from getting updated by @​sayakpaul in #​13831
• Add Anima modular pipeline by @​rmatif in #​13732
• [Feat] support AutoPipelineForText2Audio by @​RuixiangMa in #​13511
• moved to a webhook by @​tarekziade in #​13836
• refactor autoencoder tests (asymmetric_kl, ltx_video) by @​akshan-main in #​13845
• Fix duplicate safetensors.load_file call in _onload_from_disk when st… by @​gagandhakrey in #​13851
• Fix AttributeError in onnxruntime train_unconditional (args.report_to → args.logger) by @​Ricardo-M-L in #​13524
• [fix] CLIPTextModel with transformers >= 5.6 and from_single_file by @​asomoza in #​13843
• [tests] migrate group offloading tests to pytest by @​sayakpaul in #​13234
• [tests] refactor caching tests. by @​sayakpaul in #​13235
• Allow bucket reshuffling with DreamBooth caches by @​azolotenkov in #​13712
• [Neuron] Add AWS Neuron (Trainium/Inferentia) as an officially supported device by @​JingyaHuang in #​13289
• refactor autoencoder_magvit tests by @​akshan-main in #​13834
• refactor autoencoder_hunyuan_video tests by @​akshan-main in #​13835
• refactor autoencoder_kl_cogvideox tests by @​akshan-main in #​13840
• refactor autoencoder tests (vq, kvae_video, oobleck, consistency_decoder, tiny, vidtok) by @​akshan-main in #​13849
• updatge the test marigold to make it pass in xpu by @​sywangyi in #​13856
• [CI] Fix torch_device import in AutoencoderTesterMixin by @​DN6 in #​13852
• Add Ideogram 4 by @​apolinario in #​13859
• Add structured prompt upsampling to Ideogram4 by @​apolinario in #​13860
• [ci] add hook tests to our CI. by @​sayakpaul in #​13848
• fix kvae gradient checkpointing tests by @​sayakpaul (direct commit on v0.39.0-release)
• Revert "fix kvae gradient checkpointing tests" by @​sayakpaul (direct commit on v0.39.0-release)
• [tests] fix anyflow tests by @​sayakpaul in #​13855
• [CI] Refactor LTX Transformer Tests by @​DN6 in #​13254
• [CI] Refactor Bria Transformer Tests by @​DN6 in #​13341
• [CI] Refactor Chronoedit, PRX, EasyAnimate, Ovis transformer tests by @​DN6 in #​13347
• Add Cosmos3 action generation support by @​yzhautouskay in #​13823
• [docs] update philosophy.md (finally) by @​yiyixuxu in #​13808
• fix kvae gradient checkpointing tests by @​sayakpaul in #​13865
• [tests] Improve ideogram4 tests by @​sayakpaul in #​13862
• [tests] migrate test_hooks.py to pytest by @​sayakpaul in #​13242
• fix chronoedit tests on PRs by @​sayakpaul in #​13870
• Fix the QwenImage Attention mask under Ulysses SP by @​zhtmike in #​13756
• Add from_single_file support to ErnieImageTransformer2DModel by @​akshan-main in #​13727
• switch to a webhook by @​tarekziade in #​13884
• [chore] fix styling by @​sayakpaul in #​13885
• [cli] report all quant backends in diffusers-cli env. by @​sayakpaul in #​13728
• fix marigold depth failure in xpu and A100 by @​sywangyi in #​13886
• refactor autoencoder tests (temporal decoder, cosmos, kvae, mochi) by @​akshan-main in #​13832
• refactor controlnet_cosmos tests by @​akshan-main in #​13847
• refactor unet_spatiotemporal tests by @​akshan-main in #​13891
• Fix fp16 LoRA unscale crash after validation in train_dreambooth_lora.py by @​HaozheZhang6 in #​13895
• [CI] Refactor Chroma , LongCat and HiDream Transformer Tests by @​DN6 in #​13345
• [CI] Refactor Skyreels, Lumina, Ominigen, Mochi transformer tests by @​DN6 in #​13348
• [CI] Refactor SD3 Transformer Test by @​DN6 in #​13340
• refactor unet tests (3d_condition, motion, controlnetxs) by @​akshan-main in #​13897
• refactor unet_1d tests by @​akshan-main in #​13898
• refactor unet_2d tests by @​akshan-main in #​13901
• [chore] log quant config to the user_agent by @​sayakpaul in #​13850
• Integrate AutoRound into Diffusers by @​xin3he in #​13552
• [tests] refactor UNet model tests to align with the new pattern by @​sayakpaul in #​13153
• [tests] fix vidtok tests by @​sayakpaul in #​13894
• quant config logging by @​sayakpaul in #​13906
• Use device_map="auto" in single file tests to support large models on limited GPU memory by @​jiqing-feng in #​13816
• Fix incorrect batch temporal IDs for cond_model_input in Flux2 Klein img2img training by @​HaozheZhang6 in #​13923
• Incorporate safetensors support to TorchAO by @​hlky in #​13719
• [Pipelines] Add DreamLite text-to-image and image-edit pipelines by @​Carlofkl in #​13815
• [.ai] add self-review skill by @​yiyixuxu in #​13917
• update PR template and highlight AI-agent setup for contributors by @​yiyixuxu in #​13913
• [CI] implement a bot to remind prs to link issues if not. by @​sayakpaul in #​13744
• Point "Coding with AI agents" links at the rendered docs site by @​yiyixuxu in #​13952
• [tests] fix consistency decoder tests by @​sayakpaul in #​13905
• Add tutorial translations in Chinese by @​liwd190019 in #​13932
• Make root PHILOSOPHY.md a symlink to the docs philosophy page by @​yiyixuxu in #​13954
• fix(flux): enable true CFG with precomputed negative embeds by @​akshan-main in #​13957
• Enable LoRA loading on ErnieImageModularPipeline by @​SamuelTallet in #​13948
• Fix typo in AutoModel by @​neo in #​13889
• keep the agent symlinks by @​yiyixuxu in #​13968
• [CI] allow running tests as PR comments through a bot by @​sayakpaul in #​13873
• Add Cosmos3 video2video generation support by @​yzhautouskay in #​13896
• [CI] Refactor Z Image Transformer Tests by @​DN6 in #​13253
• fix untrusted fork secret mixing by @​sayakpaul in #​13970
• start by @​sayakpaul (direct commit on v0.39.0-release)
• Revert "start" by @​sayakpaul (direct commit on v0.39.0-release)
• Add Sound Encoder to Cosmos3 by @​MaciejBalaNV in #​13911
• Add PRXPixelPipeline: pixel-space PRX text-to-image pipeline by @​DavidBert in #​13928
• [tests] port final set of model tests and others by @​sayakpaul in #​13974
• Add Ideogram4LoraLoaderMixin (LoRA loading for Ideogram4) by @​linoytsaban in #​13921
• Enable LoRA loading on Ideogram4ModularPipeline by @​SamuelTallet in #​13980
• [Neuron] Enable torch.compile compatibility with Neuron device by @​JingyaHuang in #​13485
• ci: don't remind on prs from admins, etc. by @​sayakpaul in #​13965
• ci: use hosted runners by @​tarekziade in #​13987
• Fix LTX2 connector token/register layout (regression from #​13564) by @​Boffee in #​13931
• Fix Ideogram4MRoPE collapsing under torch.autocast (compute rotary in float32) by @​HaozheZhang6 in #​13922
• [Fix] Fix three final_layer LoRA conversion bugs in _convert_sd_scripts_to_ai_toolkit by @​lcheng321 in #​14001
• Add Krea 2 (K2) text-to-image pipeline and transformer by @​yiyixuxu in #​14045
• [.ai doc] Refine .ai attention-mask and component-mutation guidance by @​yiyixuxu in #​13982
• Enable BitsAndBytes quantization in MPS by @​LucasSte in #​13915
• fix(flux): tighten check_inputs validation by @​akshan-main in #​13955
• Krea 2 LoRA DreamBooth trainer by @​apolinario in #​14046
• Fix model cuda tests by @​sayakpaul in #​13975
• [.ai] document single-file model layout and "don't reimplement Diffus… by @​yiyixuxu in #​14048
• fix claude code review fix in PRs. by @​sayakpaul in #​14058
• fix(bria_fibo): fix guidance_embeds, prompt_embeds, tensor-image and multi-image crashes by @​akshan-main in #​13981
• [tests] implement base model output caching in model-level tests by @​sayakpaul in #​14059
• [discrete diffusion] Add DiffusionGemma pipeline and schedulers by @​kashif in #​13986
• Add from_single_file support for SkyReelsV2 and ChronoEdit transformers by @​HaozheZhang6 in #​13946
• multi-GPU VAE Fix for Cosmos 3 by @​atharvajoshi10 in #​13924
• docs: fix repeated word typo in set_timesteps docstring by @​ramkumar27072006 in #​13876
• feat: bump safetensors to 0.8.0 by @​porunov in #​13971
• Fix DreamLite legacy block type aliases by @​ElectricGoal in #​14066
• Fix Kohya UNet LoRA key conversion for conv_in/conv_out/time_embedding by @​dxqb in #​14006
• [Tests] Skip layerwise casting tests on devices without float8_e4m3fn support by @​GiGiKoneti in #​14073
• [lora] add non-diffusers LoRA loading support for Krea 2 LoRAs by @​linoytsaban in #​14074
• Add doc pages for the DiffusionGemma schedulers by @​kashif in #​14092
• [chore] update to 2026 finally. by @​sayakpaul in #​14079
• fix #​14063 for Kandinsky5 pipeline load with device_map=balanced by @​kaixuanliu in #​14050
• Complete Kohya LoRA conversion for Qwen and Z-Image by @​dxqb in #​14080
• Ideogram4 lora training by @​apolinario in #​13861
• ovis_image: fix guidance_scale / max_sequence_length / batched CFG / precomputed embeds + add pipeline test by @​HaozheZhang6 in #​13944
• [docs] fix qwen tokenizer in docstrings. by @​sayakpaul in #​14098
• Bump transformers from 4.47.0 to 5.3.0 in /examples/cogview4-control by @​dependabot[bot] in #​14109
• Fix mutable default args in lora_base.py by @​PrakshaaleJain in #​14064
• Fix FA3 varlen wrapper when hub kernel returns single tensor by @​ in #​14102
• support loading pipeline from transformer style (flat) repo by @​yiyixuxu in #​14096
• diffusers test installation package by @​sayakpaul in #​14078
• [tests] fix test_from_save_pretrained_dtype_inference by @​sayakpaul in #​13872
• Release: v0.39.0-release by @​sayakpaul (direct commit on v0.39.0-release)

Significant community contributions

The following contributors have made significant changes to the library over the last release:

• @​DN6
  • [CI] Update all workflows with permissions (#​13672)
  • [CI] QOL improvement for PR size labeler (#​13554)
  • Update Flax removal version (#​13729)
  • Update contribution guidelines (#​13753)
  • [CI] Replace print_env step in CI with diffusers-cli env (#​13662)
  • [CI] Fix torch_device import in AutoencoderTesterMixin (#​13852)
  • [CI] Refactor LTX Transformer Tests (#​13254)
  • [CI] Refactor Bria Transformer Tests (#​13341)
  • [CI] Refactor Chronoedit, PRX, EasyAnimate, Ovis transformer tests (#​13347)
  • [CI] Refactor Chroma , LongCat and HiDream Transformer Tests (#​13345)
  • [CI] Refactor Skyreels, Lumina, Ominigen, Mochi transformer tests (#​13348)
  • [CI] Refactor SD3 Transformer Test (#​13340)
  • [CI] Refactor Z Image Transformer Tests (#​13253)
• @​yiyixuxu
  • [agents docs] update models.md with class attributes and attention mask (#​13665)
  • [agents docs] update pipelines.md: (#​13570)
  • [CI] claude_review: target source PR's branch for follow-up PRs (#​13774)
  • [docs] update philosophy.md (finally) (#​13808)
  • [.ai] add self-review skill (#​13917)
  • update PR template and highlight AI-agent setup for contributors (#​13913)
  • Point "Coding with AI agents" links at the rendered docs site (#​13952)
  • Make root PHILOSOPHY.md a symlink to the docs philosophy page (#​13954)
  • keep the agent symlinks (#​13968)
  • Add Krea 2 (K2) text-to-image pipeline and transformer (#​14045)
  • [.ai doc] Refine .ai attention-mask and component-mutation guidance (#​13982)
  • [.ai] document single-file model layout and "don't reimplement Diffus… (#​14048)
  • support loading pipeline from transformer style (flat) repo (#​14096)
• @​akshan-main
  • Address ernie-image review findings #​13577 (#​13663)
  • refactor sana transformer tests (#​13826)
  • refactor autoencoder tests (asymmetric_kl, ltx_video) (#​13845)
  • refactor autoencoder_magvit tests (#​13834)
  • refactor autoencoder_hunyuan_video tests (#​13835)
  • refactor autoencoder_kl_cogvideox tests (#​13840)
  • refactor autoencoder tests (vq, kvae_video, oobleck, consistency_decoder, tiny, vidtok) (#​13849)
  • Add from_single_file support to ErnieImageTransformer2DModel (#​13727)
  • refactor autoencoder tests (temporal decoder, cosmos, kvae, mochi) (#​13832)
  • refactor controlnet_cosmos tests (#​13847)
  • refactor unet_spatiotemporal tests (#​13891)
  • refactor unet tests (3d_condition, motion, controlnetxs) (#​13897)
  • refactor unet_1d tests (#​13898)
  • refactor unet_2d tests (#​13901)
  • fix(flux): enable true CFG with precomputed negative embeds (#​13957)
  • fix(flux): tighten check_inputs validation (#​13955)
  • fix(bria_fibo): fix guidance_embeds, prompt_embeds, tensor-image and multi-image crashes (#​13981)
• @​AlanPonnachan
  • feat: Add Modular Pipeline for Stable Diffusion 3 (SD3) (#​13324)
• @​Moran232
  • [feat] JoyAI-JoyImage-Edit support (#​13444)
• @​terarachang
  • Add LoRA support for Cosmos Predict 2.5 and fix pipeline to match official Cosmos repo (#​13664)
• @​dg845
  • Fix GGUF to Work Better with modules_to_not_convert / keep_in_fp32_modules (#​13697)
  • Add LTX-2.X IC LoRA and HDR Pipelines (#​13572)
• @​waitingcheung
  • feat: Add Motif-V

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