diffusers
b68673d8 - Merge branch 'main' into add-attn-mixin
Commit
View On GitHub
Comment changes are shownComment changes are hidden
Commit
104 days ago
Merge branch 'main' into add-attn-mixin
Author
DN6 DN6
  • .github/workflows
    • File
      benchmark.yml
    • File
      nightly_tests.yml
    • File
      pr_style_bot.yml
    • File
      pr_tests.yml
    • File
      pr_tests_gpu.yml
  • docs/source
    • en
      • File
        _toctree.yml
      • api
        • File
          cache.md
        • loaders
          • File
            lora.md
        • models
          • File
            auto_model.md
          • File
            autoencoderkl_allegro.md
          • File
            controlnet_sana.md
          • File
            hidream_image_transformer.md
        • pipelines
          • File
            controlnet_sana.md
          • File
            deepfloyd_if.md
          • File
            flux.md
          • File
            hidream.md
          • File
            hunyuan_video.md
          • File
            kolors.md
          • File
            ltx_video.md
          • File
            lumina.md
          • File
            lumina2.md
          • File
            sana.md
          • File
            sana_sprint.md
          • stable_diffusion
            • File
              stable_diffusion_3.md
            • File
              stable_diffusion_xl.md
          • File
            wan.md
        • File
          quantization.md
      • File
        community_projects.md
      • hybrid_inference
        • File
          api_reference.md
        • File
          overview.md
        • File
          vae_encode.md
      • File
        installation.md
      • optimization
        • File
          memory.md
        • File
          mps.md
      • quantization
        • File
          bitsandbytes.md
        • File
          overview.md
        • File
          quanto.md
        • File
          torchao.md
      • File
        quicktour.md
      • training
        • File
          adapt_a_model.md
        • File
          distributed_inference.md
      • tutorials
        • File
          inference_with_big_models.md
      • using-diffusers
        • File
          loading.md
        • File
          loading_adapters.md
        • File
          merge_loras.md
    • ko/training
      • File
        controlnet.md
  • examples
    • advanced_diffusion_training
      • File
        README_flux.md
      • File
        requirements.txt
      • File
        train_dreambooth_lora_flux_advanced.py
      • File
        train_dreambooth_lora_sd15_advanced.py
      • File
        train_dreambooth_lora_sdxl_advanced.py
    • amused
      • File
        train_amused.py
    • cogvideo
      • File
        train_cogvideox_image_to_video_lora.py
      • File
        train_cogvideox_lora.py
    • cogview4-control
      • File
        README.md
      • File
        requirements.txt
      • File
        train_control_cogview4.py
    • community
      • File
        README.md
      • File
        adaptive_mask_inpainting.py
      • File
        cogvideox_ddim_inversion.py
      • File
        hd_painter.py
      • File
        img2img_inpainting.py
      • File
        llm_grounded_diffusion.py
      • File
        lpw_stable_diffusion_xl.py
      • File
        mixture_tiling_sdxl.py
      • File
        mod_controlnet_tile_sr_sdxl.py
      • File
        pipeline_faithdiff_stable_diffusion_xl.py
      • File
        pipeline_flux_differential_img2img.py
      • File
        pipeline_prompt2prompt.py
      • File
        pipeline_sdxl_style_aligned.py
      • File
        pipeline_stable_diffusion_upscale_ldm3d.py
      • File
        pipeline_stable_diffusion_xl_attentive_eraser.py
      • File
        pipeline_stable_diffusion_xl_controlnet_adapter_inpaint.py
      • File
        pipeline_stg_cogvideox.py
      • File
        pipeline_stg_hunyuan_video.py
      • File
        pipeline_stg_ltx.py
      • File
        pipeline_stg_ltx_image2video.py
      • File
        pipeline_stg_mochi.py
      • File
        pipeline_stg_wan.py
      • File
        scheduling_ufogen.py
    • consistency_distillation
      • File
        train_lcm_distill_lora_sd_wds.py
      • File
        train_lcm_distill_lora_sdxl.py
      • File
        train_lcm_distill_lora_sdxl_wds.py
    • controlnet
      • File
        train_controlnet.py
      • File
        train_controlnet_flux.py
      • File
        train_controlnet_sd3.py
      • File
        train_controlnet_sdxl.py
    • custom_diffusion
      • File
        retrieve.py
      • File
        train_custom_diffusion.py
    • dreambooth
      • File
        train_dreambooth.py
      • File
        train_dreambooth_flux.py
      • File
        train_dreambooth_lora.py
      • File
        train_dreambooth_lora_flux.py
      • File
        train_dreambooth_lora_lumina2.py
      • File
        train_dreambooth_lora_sana.py
      • File
        train_dreambooth_lora_sd3.py
      • File
        train_dreambooth_lora_sdxl.py
      • File
        train_dreambooth_sd3.py
    • flux-control
      • File
        train_control_lora_flux.py
    • instruct_pix2pix
      • File
        train_instruct_pix2pix.py
    • model_search
      • File
        pipeline_easy.py
    • research_projects
      • anytext
        • File
          README.md
        • File
          anytext.py
        • File
          anytext_controlnet.py
        • ocr_recog
          • File
            RNN.py
          • File
            RecCTCHead.py
          • File
            RecModel.py
          • File
            RecMv1_enhance.py
          • File
            RecSVTR.py
          • File
            common.py
          • File
            en_dict.txt
      • autoencoderkl
        • File
          train_autoencoderkl.py
      • colossalai
        • File
          train_dreambooth_colossalai.py
      • controlnet
        • File
          train_controlnet_webdataset.py
      • diffusion_dpo
        • File
          train_diffusion_dpo.py
        • File
          train_diffusion_dpo_sdxl.py
      • diffusion_orpo
        • File
          train_diffusion_orpo_sdxl_lora.py
        • File
          train_diffusion_orpo_sdxl_lora_wds.py
      • flux_lora_quantization
        • File
          train_dreambooth_lora_flux_miniature.py
      • geodiff
        • File
          geodiff_molecule_conformation.ipynb
      • gligen
        • File
          demo.ipynb
      • instructpix2pix_lora
        • File
          train_instruct_pix2pix_lora.py
      • multi_subject_dreambooth
        • File
          train_multi_subject_dreambooth.py
      • multi_token_textual_inversion
        • File
          textual_inversion.py
      • onnxruntime/textual_inversion
        • File
          textual_inversion.py
      • pixart
        • File
          train_pixart_controlnet_hf.py
      • promptdiffusion
        • File
          convert_original_promptdiffusion_to_diffusers.py
        • File
          pipeline_prompt_diffusion.py
      • pytorch_xla
        • inference/flux
          • File
            README.md
          • File
            flux_inference.py
        • training/text_to_image
          • File
            train_text_to_image_xla.py
      • realfill
        • File
          requirements.txt
      • scheduled_huber_loss_training
        • dreambooth
          • File
            train_dreambooth.py
          • File
            train_dreambooth_lora.py
          • File
            train_dreambooth_lora_sdxl.py
        • text_to_image
          • File
            train_text_to_image_lora_sdxl.py
      • sd3_lora_colab
        • File
          train_dreambooth_lora_sd3_miniature.py
    • t2i_adapter
      • File
        train_t2i_adapter_sdxl.py
    • text_to_image
      • File
        train_text_to_image_lora_sdxl.py
      • File
        train_text_to_image_sdxl.py
    • textual_inversion
      • File
        textual_inversion.py
      • File
        textual_inversion_sdxl.py
    • vqgan
      • File
        test_vqgan.py
      • File
        train_vqgan.py
  • File
    pyproject.toml
  • scripts
    • File
      convert_amused.py
    • File
      convert_cogview4_to_diffusers.py
    • File
      convert_cogview4_to_diffusers_megatron.py
    • File
      convert_consistency_to_diffusers.py
    • File
      convert_dance_diffusion_to_diffusers.py
    • File
      convert_diffusers_to_original_sdxl.py
    • File
      convert_diffusers_to_original_stable_diffusion.py
    • File
      convert_hunyuan_video_to_diffusers.py
    • File
      convert_hunyuandit_controlnet_to_diffusers.py
    • File
      convert_hunyuandit_to_diffusers.py
    • File
      convert_k_upscaler_to_diffusers.py
    • File
      convert_ltx_to_diffusers.py
    • File
      convert_lumina_to_diffusers.py
    • File
      convert_mochi_to_diffusers.py
    • File
      convert_original_audioldm2_to_diffusers.py
    • File
      convert_original_audioldm_to_diffusers.py
    • File
      convert_original_musicldm_to_diffusers.py
    • File
      convert_sana_controlnet_to_diffusers.py
    • File
      convert_sana_to_diffusers.py
    • File
      convert_stable_audio.py
    • File
      convert_svd_to_diffusers.py
    • File
      convert_vae_pt_to_diffusers.py
    • File
      convert_vq_diffusion_to_diffusers.py
  • File
    setup.py
  • src/diffusers
    • File
      __init__.py
    • File
      configuration_utils.py
    • File
      dependency_versions_table.py
    • hooks
      • File
        __init__.py
      • File
        faster_cache.py
      • File
        group_offloading.py
      • File
        pyramid_attention_broadcast.py
    • loaders
      • File
        __init__.py
      • File
        ip_adapter.py
      • File
        lora_base.py
      • File
        lora_conversion_utils.py
      • File
        lora_pipeline.py
      • File
        peft.py
      • File
        single_file.py
      • File
        single_file_model.py
      • File
        single_file_utils.py
      • File
        textual_inversion.py
    • models
      • File
        __init__.py
      • File
        attention_processor.py
      • File
        auto_model.py
      • autoencoders
        • File
          autoencoder_dc.py
        • File
          autoencoder_kl_allegro.py
        • File
          autoencoder_kl_cogvideox.py
        • File
          autoencoder_kl_hunyuan_video.py
        • File
          autoencoder_kl_ltx.py
        • File
          autoencoder_kl_magvit.py
        • File
          autoencoder_kl_mochi.py
        • File
          autoencoder_kl_wan.py
      • File
        cache_utils.py
      • controlnets
        • File
          __init__.py
        • File
          controlnet_flux.py
        • File
          controlnet_sana.py
        • File
          controlnet_sparsectrl.py
      • File
        embeddings.py
      • File
        lora.py
      • File
        model_loading_utils.py
      • File
        modeling_utils.py
      • File
        normalization.py
      • File
        resnet.py
      • transformers
        • File
          __init__.py
        • File
          auraflow_transformer_2d.py
        • File
          latte_transformer_3d.py
        • File
          prior_transformer.py
        • File
          sana_transformer.py
        • File
          transformer_2d.py
        • File
          transformer_cogview4.py
        • File
          transformer_hidream_image.py
        • File
          transformer_hunyuan_video.py
        • File
          transformer_ltx.py
        • File
          transformer_wan.py
      • unets
        • File
          unet_3d_condition.py
        • File
          unet_i2vgen_xl.py
        • File
          unet_motion_model.py
        • File
          unet_spatio_temporal_condition.py
    • pipelines
      • File
        __init__.py
      • audioldm2
        • File
          pipeline_audioldm2.py
      • aura_flow
        • File
          pipeline_aura_flow.py
      • File
        auto_pipeline.py
      • cogview4
        • File
          __init__.py
        • File
          pipeline_cogview4.py
        • File
          pipeline_cogview4_control.py
      • consisid
        • File
          __init__.py
        • File
          pipeline_consisid.py
      • controlnet
        • File
          pipeline_controlnet_inpaint.py
      • easyanimate
        • File
          pipeline_easyanimate_inpaint.py
      • flux
        • File
          pipeline_flux.py
        • File
          pipeline_flux_control.py
        • File
          pipeline_flux_control_img2img.py
        • File
          pipeline_flux_controlnet.py
        • File
          pipeline_flux_controlnet_image_to_image.py
        • File
          pipeline_flux_controlnet_inpainting.py
        • File
          pipeline_flux_fill.py
        • File
          pipeline_flux_img2img.py
        • File
          pipeline_flux_inpaint.py
      • File
        free_noise_utils.py
      • hidream_image
        • File
          __init__.py
        • File
          pipeline_hidream_image.py
        • File
          pipeline_output.py
      • hunyuan_video
        • File
          __init__.py
        • File
          pipeline_hunyuan_video_image2video.py
      • kandinsky
        • File
          pipeline_kandinsky_combined.py
        • File
          pipeline_kandinsky_inpaint.py
      • kolors
        • File
          pipeline_kolors.py
        • File
          text_encoder.py
      • latte
        • File
          pipeline_latte.py
      • ltx
        • File
          __init__.py
        • File
          pipeline_ltx.py
        • File
          pipeline_ltx_condition.py
        • File
          pipeline_ltx_image2video.py
      • lumina
        • File
          __init__.py
        • File
          pipeline_lumina.py
      • lumina2
        • File
          __init__.py
        • File
          pipeline_lumina2.py
      • omnigen
        • File
          processor_omnigen.py
      • pag
        • File
          pipeline_pag_controlnet_sd_inpaint.py
        • File
          pipeline_pag_sd_inpaint.py
        • File
          pipeline_pag_sd_xl_inpaint.py
      • paint_by_example
        • File
          pipeline_paint_by_example.py
      • File
        pipeline_loading_utils.py
      • File
        pipeline_utils.py
      • pixart_alpha
        • File
          pipeline_pixart_alpha.py
        • File
          pipeline_pixart_sigma.py
      • sana
        • File
          __init__.py
        • File
          pipeline_sana.py
        • File
          pipeline_sana_controlnet.py
        • File
          pipeline_sana_sprint.py
      • shap_e
        • File
          renderer.py
      • stable_audio
        • File
          pipeline_stable_audio.py
      • stable_diffusion
        • File
          convert_from_ckpt.py
        • File
          pipeline_flax_stable_diffusion_inpaint.py
        • File
          pipeline_onnx_stable_diffusion_inpaint.py
        • File
          pipeline_stable_diffusion_inpaint.py
        • File
          pipeline_stable_diffusion_instruct_pix2pix.py
        • File
          pipeline_stable_diffusion_latent_upscale.py
        • File
          pipeline_stable_diffusion_upscale.py
      • stable_diffusion_3
        • File
          pipeline_stable_diffusion_3_inpaint.py
      • stable_diffusion_xl
        • File
          pipeline_stable_diffusion_xl_inpaint.py
      • wan
        • File
          __init__.py
        • File
          pipeline_wan.py
        • File
          pipeline_wan_i2v.py
        • File
          pipeline_wan_video2video.py
    • quantizers
      • File
        auto.py
      • File
        base.py
      • bitsandbytes
        • File
          bnb_quantizer.py
        • File
          utils.py
      • gguf
        • File
          gguf_quantizer.py
        • File
          utils.py
      • File
        quantization_config.py
      • quanto
        • File
          __init__.py
        • File
          quanto_quantizer.py
        • File
          utils.py
      • torchao
        • File
          torchao_quantizer.py
    • schedulers
      • File
        __init__.py
      • File
        scheduling_consistency_models.py
      • File
        scheduling_ddpm.py
      • File
        scheduling_ddpm_parallel.py
      • File
        scheduling_flow_match_euler_discrete.py
      • File
        scheduling_flow_match_lcm.py
      • File
        scheduling_lcm.py
      • File
        scheduling_scm.py
      • File
        scheduling_tcd.py
      • File
        scheduling_utils.py
    • File
      training_utils.py
    • utils
      • File
        __init__.py
      • File
        constants.py
      • File
        deprecation_utils.py
      • File
        dummy_bitsandbytes_objects.py
      • File
        dummy_gguf_objects.py
      • File
        dummy_optimum_quanto_objects.py
      • File
        dummy_pt_objects.py
      • File
        dummy_torch_and_transformers_and_opencv_objects.py
      • File
        dummy_torch_and_transformers_objects.py
      • File
        dummy_torchao_objects.py
      • File
        export_utils.py
      • File
        import_utils.py
      • File
        loading_utils.py
      • File
        logging.py
      • File
        remote_utils.py
      • File
        state_dict_utils.py
      • File
        testing_utils.py
  • tests
    • hooks
      • File
        test_hooks.py
    • lora
      • File
        test_lora_layers_auraflow.py
      • File
        test_lora_layers_cogview4.py
      • File
        test_lora_layers_flux.py
      • File
        test_lora_layers_sd.py
      • File
        test_lora_layers_wan.py
      • File
        utils.py
    • models
      • autoencoders
        • File
          test_models_asymmetric_autoencoder_kl.py
        • File
          test_models_autoencoder_kl.py
        • File
          test_models_autoencoder_mochi.py
        • File
          test_models_autoencoder_oobleck.py
      • File
        test_modeling_common.py
      • transformers
        • File
          test_models_transformer_hunyuan_video.py
        • File
          test_models_transformer_sd3.py
      • unets
        • File
          test_models_unet_2d_condition.py
    • others
      • File
        test_dependencies.py
      • File
        test_image_processor.py
      • File
        test_utils.py
    • pipelines
      • amused
        • File
          test_amused.py
        • File
          test_amused_img2img.py
        • File
          test_amused_inpaint.py
      • audioldm2
        • File
          test_audioldm2.py
      • aura_flow
        • File
          test_pipeline_aura_flow.py
      • blipdiffusion
        • File
          test_blipdiffusion.py
      • cogvideo
        • File
          test_cogvideox.py
        • File
          test_cogvideox_fun_control.py
        • File
          test_cogvideox_image2video.py
        • File
          test_cogvideox_video2video.py
      • controlnet
        • File
          test_controlnet_blip_diffusion.py
      • controlnet_flux
        • File
          test_controlnet_flux.py
        • File
          test_controlnet_flux_img2img.py
      • controlnet_hunyuandit
        • File
          test_controlnet_hunyuandit.py
      • controlnet_sd3
        • File
          test_controlnet_inpaint_sd3.py
        • File
          test_controlnet_sd3.py
      • dit
        • File
          test_dit.py
      • flux
        • File
          test_pipeline_flux.py
        • File
          test_pipeline_flux_control.py
        • File
          test_pipeline_flux_control_inpaint.py
        • File
          test_pipeline_flux_redux.py
      • hidream
        • File
          __init__.py
        • File
          test_pipeline_hidream.py
      • hunyuan_video
        • File
          test_hunyuan_image2video.py
        • File
          test_hunyuan_video.py
      • hunyuandit
        • File
          test_hunyuan_dit.py
      • i2vgen_xl
        • File
          test_i2vgenxl.py
      • ip_adapters
        • File
          test_ip_adapter_stable_diffusion.py
      • kandinsky
        • File
          test_kandinsky.py
        • File
          test_kandinsky_combined.py
        • File
          test_kandinsky_img2img.py
        • File
          test_kandinsky_inpaint.py
      • kandinsky2_2
        • File
          test_kandinsky.py
        • File
          test_kandinsky_combined.py
        • File
          test_kandinsky_controlnet.py
        • File
          test_kandinsky_controlnet_img2img.py
        • File
          test_kandinsky_img2img.py
        • File
          test_kandinsky_inpaint.py
      • kandinsky3
        • File
          test_kandinsky3.py
        • File
          test_kandinsky3_img2img.py
      • kolors
        • File
          test_kolors.py
        • File
          test_kolors_img2img.py
      • latte
        • File
          test_latte.py
      • ltx
        • File
          test_ltx_condition.py
      • lumina
        • File
          test_lumina_nextdit.py
      • lumina2
        • File
          test_pipeline_lumina2.py
      • mochi
        • File
          test_mochi.py
      • pag
        • File
          test_pag_animatediff.py
        • File
          test_pag_controlnet_sd.py
        • File
          test_pag_controlnet_sd_inpaint.py
        • File
          test_pag_controlnet_sdxl.py
        • File
          test_pag_controlnet_sdxl_img2img.py
        • File
          test_pag_hunyuan_dit.py
        • File
          test_pag_kolors.py
        • File
          test_pag_pixart_sigma.py
        • File
          test_pag_sana.py
        • File
          test_pag_sd.py
        • File
          test_pag_sd3.py
        • File
          test_pag_sd3_img2img.py
        • File
          test_pag_sd_img2img.py
        • File
          test_pag_sd_inpaint.py
        • File
          test_pag_sdxl.py
        • File
          test_pag_sdxl_img2img.py
        • File
          test_pag_sdxl_inpaint.py
      • pixart_alpha
        • File
          test_pixart.py
      • pixart_sigma
        • File
          test_pixart.py
      • sana
        • File
          test_sana_controlnet.py
        • File
          test_sana_sprint.py
      • shap_e
        • File
          test_shap_e_img2img.py
      • stable_cascade
        • File
          test_stable_cascade_combined.py
      • stable_diffusion
        • File
          test_stable_diffusion.py
        • File
          test_stable_diffusion_inpaint.py
      • stable_diffusion_3
        • File
          test_pipeline_stable_diffusion_3.py
        • File
          test_pipeline_stable_diffusion_3_img2img.py
      • stable_diffusion_xl
        • File
          test_stable_diffusion_xl.py
        • File
          test_stable_diffusion_xl_inpaint.py
        • File
          test_stable_diffusion_xl_k_diffusion.py
      • File
        test_pipeline_utils.py
      • File
        test_pipelines.py
      • File
        test_pipelines_common.py
      • unclip
        • File
          test_unclip.py
        • File
          test_unclip_image_variation.py
      • wan
        • File
          test_wan_image_to_video.py
        • File
          test_wan_video_to_video.py
      • wuerstchen
        • File
          test_wuerstchen_combined.py
    • quantization
      • File
        __init__.py
      • bnb
        • File
          test_4bit.py
        • File
          test_mixed_int8.py
      • gguf
        • File
          test_gguf.py
      • quanto
        • File
          __init__.py
        • File
          test_quanto.py
      • torchao
        • File
          __init__.py
        • File
          test_torchao.py
      • File
        utils.py
    • remote
      • File
        test_remote_decode.py
      • File
        test_remote_encode.py
    • schedulers
      • File
        test_scheduler_dpm_multi.py
      • File
        test_scheduler_dpm_sde.py
      • File
        test_scheduler_dpm_single.py
      • File
        test_scheduler_edm_dpmsolver_multistep.py
      • File
        test_scheduler_euler.py
      • File
        test_scheduler_heun.py
    • single_file
      • File
        single_file_testing_utils.py
      • File
        test_lumina2_transformer.py
      • File
        test_model_autoencoder_dc_single_file.py
      • File
        test_model_controlnet_single_file.py
      • File
        test_model_flux_transformer_single_file.py
      • File
        test_model_motion_adapter_single_file.py
      • File
        test_model_sd_cascade_unet_single_file.py
      • File
        test_model_vae_single_file.py
      • File
        test_model_wan_autoencoder_single_file.py
      • File
        test_model_wan_transformer3d_single_file.py
      • File
        test_sana_transformer.py
  • utils
    • File
      fetch_latest_release_branch.py
    • File
      log_reports.py
    • File
      notify_slack_about_release.py
    • File
      update_metadata.py
FAQ Terms Privacy Refunds Impressum