Fazzie-Maqianli b5dbb46172 [example] add diffusion inference (#1986)

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..

tests

add ColoDiffusion codes: /ldm/module/, /ldm/data/, /scripts/test/

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download_first_stages.sh

[example] add diffusion inference (#1986)

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download_models.sh

[example] add diffusion inference (#1986)

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img2img.py

update lightning version (#1954)

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inpaint.py

[example] add stable diffuser (#1825)

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knn2img.py

[example] add stable diffuser (#1825)

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sample_diffusion.py

[example] add stable diffuser (#1825)

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train_searcher.py

[example] add stable diffuser (#1825)

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txt2img.py

update lightning version (#1954)

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txt2img.sh

[example] add diffusion inference (#1986)

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