Model reference · open weights

LTX-Video-ICLoRA-pose-0.9.7

Available as managed deployment Licence fee Video Lightricks Text→video 1 variants 644 dl/mo

LTX-Video-ICLoRA-pose-0.9.7 is an open-weight video model from Lightricks. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.

Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.

What it is

Released byLightricks
TypeVideo models
TaskText→video
Runs withdiffusers
Based onLightricks/LTX-Video-0.9.7-dev
Released2025-07-01
Popularity644 downloads / month
LicenceCommercial licence needed

About

What LTX-Video-ICLoRA-pose-0.9.7 is

This is a pose control model on top of LTXV_13B_097_DEV trained on custom data.

What is In-Context LoRA (IC LoRA)?

IC LoRA is a method that enables adding video context into the video generation process. This approach allows for video-to-video control on top of the text-to-video model, providing more precise control over the generated content by conditioning the model on reference video frames during inference.

comfy compatible model: ltxv-097-ic-lora-pose-control-comfyui.safetensors

Read the full model card

diffusers compatible model:ltxv-097-ic-lora-pose-control-diffusers.safetensors

License

For licensing information, please refer to the LTXV Open Weights License.

Model Details

  • Base Model: LTXV_13B_097_DEV
  • Training Type: IC LoRA training
  • Learning Rate: 0.0002
  • Rank: 24

Sample Outputs

Usage

This model is designed to be used with the LTXV (Lightricks Text-to-Video) pipeline.

🔌 Using Trained LoRAs in ComfyUI

In order to use the trained lora in comfy:

  1. Copy the comfyui trained LoRA weights to the models/loras folder in your ComfyUI installation.
  2. Use ic_lora/ic-lora.json from official LTXV ComfyUI repository

Acknowledgments

From the published model card. Full card on the HuggingFace links in the sidebar.

How it works

How video models work

Prompt / imagestart pointTemporal diffusionframes over timeVideoMP4 clipA video model generates a sequence of coherent frames from your prompt or a starting image.

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys ltx-video-iclora-pose-0-9-7 for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (ltx-video-iclora-pose-0-9-7 below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/videos/generations \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"ltx-video-iclora-pose-0-9-7","prompt":"a drone shot over a forest"}'

Create an account — your API key is available in the console. 3M free tokens every 30 days with every new account.

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