ComfyUI: LTX-2 Full Model workflow and LoRA integration
ComfyUI
Demo summary
The demonstrator shows the full model checkpoint workflow, including connecting a distilled LoRA for speed and adjusting sampler steps and CFG values for better prompt adherence.
Step-by-step
- Load the full model checkpoint and the specific VAE
- Connect the distilled LoRA to the second upscaling stage
- Set the LoRA strength to 0.6
- Select the LTXVuler instead of sigma values
- Increase the first stage steps to 20
- Set the CFG value to 4
- Select the res 2S sampler
Options
- Adjust steps between 15 and 40
- Set CFG value between 3 and 6
- Experiment with different samplers for varied results
Watch out for
- High CFG values can introduce unwanted textures and contrast to the output
Tips
- Use a distilled LoRA to speed up generation time
- Set LoRA strength to 0.6 for the best balance of speed and quality
- Use a CFG of 4 for good prompt adherence and refined details
- Higher CFG values result in better prompt adherence
Highlights
“0.6, which we found is a sweet spot in terms of speed and quality”
All demos from “LTX-2 Image-to-Video & Text-to-Video Tutorial”
- 0:171:00LTX-2 Image-to-Video distilled workflow setupThe demonstrator walks through loading the LTX-2 distilled checkpoint, upscaling models, and Gemma CLIP text encoder, while configuring resolution and frame rates for video generation.ComfyUI· Image to Video
- 4:041:12LTX-2 Full Model workflow and LoRA integrationCurrentThe demonstrator shows the full model checkpoint workflow, including connecting a distilled LoRA for speed and adjusting sampler steps and CFG values for better prompt adherence.ComfyUI· AI Animation Generator
- Watch “LTX-2 Image-to-Video & Text-to-Video Tutorial” →
AI Animation Generator
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