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image to video by Lightricks

LTX-Video

LTX-Video is Lightricks' open-source video generation model based on a DiT (Diffusion Transformer) architecture, generating video from text or image-plus-text prompts. It produces 768×512 video at 24fps and is notable for being among the first fully open-source high-quality video generation models with diffusers pipeline support. Lightricks targets creative professionals using video generation for commercial production.

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From the model card

Fields below are copied from the tags and counters on the HuggingFace repository Lightricks/LTX-Video at our last fetch. They are set by the uploader, not verified by us; rows with no tag are omitted. How this page is made.

Publisher (HF namespace)
Lightricks
Pipeline tag
image-to-video
Library
Diffusers
Weight formats
safetensors
License tag
other — read the license file in the repo before relying on it
Language tags
English (en)
Downloads (HF counter at last fetch)
493,260
Likes (HF counter at last fetch)
2,287
Model card
https://huggingface.co/Lightricks/LTX-Video

Use cases

  • Generating short promotional video clips from text descriptions
  • Creating animated backgrounds for presentations or social media
  • Image-to-video animation for brand and marketing content
  • Rapid video concept prototyping before expensive production
  • Building automated video generation pipelines with diffusers

Pros

  • Diffusers-native via LTXPipeline; straightforward integration in Python workflows
  • 2186 likes; one of the most popular open video generation models
  • DiT architecture scales better with compute than UNet-based video models
  • Lightricks has a commercial video production background, informing quality targets

Cons

  • Max resolution and duration are limited versus closed models like Sora or Kling
  • Video generation requires substantial VRAM (16GB+) for acceptable quality
  • Temporal consistency can degrade in scenes with complex motion over 3+ seconds
  • No explicit license beyond HuggingFace defaults; verify commercial use terms

Tags

diffuserssafetensorsltx-videoimage-to-videoenlicense:otherdiffusers:LTXPipelineregion:us