Kijai/LTX2.3_comfy

Model

Separated LTX2.3 checkpoint for alternative way to load the models in Comfy

613

38 commits

3 linked in READMEs

updated Jul 28, 2026

See the code

README

Separated LTX2.3 checkpoint for alternative way to load the models in Comfy

image

The fp8 quantizations were done with the basic static weight scales and are set to not run with fp8 matmuls, the models marked input_scaled additionally have activation scaling, and are set to run with fp8 matmuls on supported hardware (roughly 40xx and later Nvidia GPUs).

As this is first time I'm attempting to do calibrate input scales, these are pretty experimental, but result wise seems to work, this is a test on a 4090, 8 steps with distill:

<video controls autoplay width=50% src=https://cdn-uploads.huggingface.co/production/uploads/63297908f0b2fc94904a65b8/ALNr3_j0klp29fHkI3pyt.mp4>

update: input_scaled_v3 follows the same pattern as the official one where blocks 0-1 and 46-47 (first two and last two) are kept in bf16, as well as better calibrated input scales, this does fix some of the issues in v2, especially when using input audio.


Tiny VAE by madebyollin

Can be used like this currently:

image

comfyui
diffusion-single-file

Contributors

Kijai

37 commits

victor

1 commits

Kijai/LTX2.3_comfy

Model

Separated LTX2.3 checkpoint for alternative way to load the models in Comfy

613

38 commits

3 linked in READMEs

updated Jul 28, 2026

See the code

README

Separated LTX2.3 checkpoint for alternative way to load the models in Comfy

image

The fp8 quantizations were done with the basic static weight scales and are set to not run with fp8 matmuls, the models marked input_scaled additionally have activation scaling, and are set to run with fp8 matmuls on supported hardware (roughly 40xx and later Nvidia GPUs).

As this is first time I'm attempting to do calibrate input scales, these are pretty experimental, but result wise seems to work, this is a test on a 4090, 8 steps with distill:

<video controls autoplay width=50% src=https://cdn-uploads.huggingface.co/production/uploads/63297908f0b2fc94904a65b8/ALNr3_j0klp29fHkI3pyt.mp4>

update: input_scaled_v3 follows the same pattern as the official one where blocks 0-1 and 46-47 (first two and last two) are kept in bf16, as well as better calibrated input scales, this does fix some of the issues in v2, especially when using input audio.


Tiny VAE by madebyollin

Can be used like this currently:

image

comfyui
diffusion-single-file

Contributors

Kijai

37 commits

victor

1 commits