ovimxl

This is a fine-tuned version of ltx-2-19b-dev.safetensors trained on custom data.

Model Details

• Base Model: ltx-2-19b-dev.safetensors
• Training Type: LoRA fine-tuning
• Training Steps: 2000
• Learning Rate: 0.0002
• Batch Size: 1

Sample Outputs

Prompt A man with long dark hair sits at a wooden desk in a cozy home office, typing on a laptop while occasionally glancing at notes beside her. Soft natural light streams through a large window, casting warm shadows across the room. He pauses to take a sip from a ceramic mug, then continues working with focused concentration. The audio captures the gentle clicking of keyboard keys, the soft rustle of papers, and ambient room tone with occasional distant bird chirps from outside.

Usage

This model is designed to be used with the LTX-2 (Lightricks Audio-Video) pipeline.

🔌 Using Trained LoRAs in ComfyUI

In order to use the trained LoRA in ComfyUI, follow these steps:

1. Copy your trained LoRA checkpoint (.safetensors file) to the models/loras folder in your ComfyUI installation.
2. In your ComfyUI workflow:
   • Add the "Load LoRA" node to choose your LoRA file
   • Connect it to the "Load Checkpoint" node to apply the LoRA to the base model

You can find reference Text-to-Video (T2V) and Image-to-Video (I2V) workflows in the official LTX-2 repository.

Example Prompts

Example prompts used during validation:

• A man with long dark hair sits at a wooden desk in a cozy home office, typing on a laptop while occasionally glancing at notes beside her. Soft natural light streams through a large window, casting warm shadows across the room. He pauses to take a sip from a ceramic mug, then continues working with focused concentration. The audio captures the gentle clicking of keyboard keys, the soft rustle of papers, and ambient room tone with occasional distant bird chirps from outside.

This model inherits the license of the base model (ltx-2-19b-dev.safetensors).

Acknowledgments

• Base model: Lightricks
• Trainer: LTX-2