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@@ -23,11 +23,4 @@ in latent space (SD VAE + CLIP text encoder, both frozen).
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  - **Res blocks per level:** 2
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  - **Cross-attention (text conditioning):** latent res (8,)
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  - **VAE (frozen):** `runwayml/stable-diffusion-v1-5` vae subfolder
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- - **Text encoder (frozen):** CLIP ViT-L/14 from `runwayml/stable-diffusion-v1-5`
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-
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- ## Inference
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-
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- ```python
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- from train_mini_ldm import generate
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- imgs = generate("a sunset over the ocean", "./mini_ldm_output/final")
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- ```
 
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  - **Res blocks per level:** 2
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  - **Cross-attention (text conditioning):** latent res (8,)
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  - **VAE (frozen):** `runwayml/stable-diffusion-v1-5` vae subfolder
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+ - **Text encoder (frozen):** CLIP ViT-L/14 from `runwayml/stable-diffusion-v1-5`