diffusers

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Files

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

loaders

Add ZImage LoRA support and integrate into ZImagePipeline (#12750 )

2025-12-02 02:16:30 -03:00

models

Add support for LongCat-Image (#12828 )

2025-12-15 07:45:17 -10:00

modular_diffusers

[docs] Modular diffusers (#11931 )

2025-08-12 18:50:20 +05:30

pipelines

Cosmos Predict2.5 Base: inference pipeline, scheduler & chkpt conversion (#12852 )