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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

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LTX-2

LTX-2 is a DiT-based audio-video foundation model designed to generate synchronized video and audio within a single model. It brings together the core building blocks of modern video generation, with open weights and a focus on practical, local execution.

You can find all the original LTX-Video checkpoints under the Lightricks organization.

The original codebase for LTX-2 can be found here.

LTX2Pipeline

autodoc LTX2Pipeline

all
call

LTX2ImageToVideoPipeline

autodoc LTX2ImageToVideoPipeline

all
call

LTX2LatentUpsamplePipeline

autodoc LTX2LatentUpsamplePipeline

all
call

LTX2PipelineOutput

autodoc pipelines.ltx2.pipeline_output.LTX2PipelineOutput

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