ltx-2.3-22b-ic-lora-deblur-0.9.safetensors
LTX 2.3 IC-LoRA Deblur (v2)
Restoration IC-LoRA that recovers sharpness from out-of-focus / defocused footage by conditioning on the blurry clip and regenerating it sharp, preserving subject, framing, and scene geometry. Whole-frame effect, no mask support. Trained at 960×544, 121 frames @ 24 fps. Gated repo. Place in models/loras/.
Released 2026-06-17 · Source: Lightricks/LTX-2.3-22b-IC-LoRA-Deblur (HuggingFace) — Card calls this the v2 Deblur. Run stage-1-only at native resolution — the stage-2 upscaler drops the reference and drifts identity.
Download ltx-2.3-22b-ic-lora-deblur-0.9.safetensors
Official HuggingFace repo — sign in and click "Agree and Access" to accept the LTX 2.3 license before this downloads. 0.91 GB · Free.
No 16GB GPU? Try ltx-2.3-22b-ic-lora-deblur-0.9.safetensors online — free generation included
Skip the 0.91 GB download and ComfyUI setup. Generate a 6-second video using this exact model in your browser, ~30 seconds.
Will this run on my GPU?
Minimum: 16GB VRAM.
Recommendation: Prompt with the DEBLUR trigger in Lightricks' two-part caption format. Start at strength 1.0 and lower toward 0.8 if you see haloing or ringing. Out of scope per the card: motion blur, compression artifacts, denoising, or upscaling already-sharp footage — extreme blur gets hallucinated, not reconstructed.
How to use ltx-2.3-22b-ic-lora-deblur-0.9.safetensors
- Download the file from HuggingFace.
- Place it in ComfyUI/models/loras/ inside your ComfyUI directory.
- Restart ComfyUI (or refresh the model list from the menu).
- Load a compatible workflow — see below.
Don't want to run this locally? Try ltx-2.3-22b-ic-lora-deblur-0.9.safetensors online with a free generation — no GPU, no install, ~30 seconds per clip.
Common issues
ComfyUI doesn't see the file after I downloaded it▼
Make sure the file is in ComfyUI/models/loras/ (not a subfolder). Restart ComfyUI fully — the menu refresh sometimes misses new files. Filename must match exactly: ltx-2.3-22b-ic-lora-deblur-0.9.safetensors.
CUDA out of memory error when loading the model▼
ltx-2.3-22b-ic-lora-deblur-0.9.safetensors needs ~16GB VRAM minimum. If you're hitting OOM: • Enable Sequential Offloading in ComfyUI settings • Lower the resolution (768×512 instead of 1280×704) — both dimensions must be divisible by 32 • Reduce frame count (65 frames instead of 161) — must be 8n+1 • Use a smaller variant — see Related models below.
How do I apply this LoRA in ComfyUI?▼
Load it in a 'LoraLoader' node and connect it after your model loader. Pair this LoRA with the dev base model (not the distilled one) for the right behavior. LoRA strength 1.0 is the trained value — start there.
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