ModelTC/LightX2V
Lightweight Image Video Action Generation Inference Framework observed · 2026-08-28
Health v2 · maintenance only
64/100
- Activity 99
- Release rhythm 35
- Longevity 37
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 527
- days_rel: n/a
- days_push: 7
- n_releases_24m: 0
Adoption not part of the score
2733 stars · 260 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
LightX2V is a lightweight, high-performance inference framework for image and video generation, supporting tasks like text-to-video, image-to-video, text-to-image, and image editing with models such as Wan, Hunyuan, LTX, and Qwen-Image. It provides end-to-end acceleration, an online studio, OpenAPI, and agent skills for AI video, image, and audio creation.
Use cases
- generate videos from text prompts
- animate a still image into a video
- run wan video model inference faster
- generate images from text
- create digital human avatar videos
- do motion transfer and character replacement
- upscale and restore video quality
- serve video generation behind an api
When to choose
- you need efficient inference for diffusion-based video generation models like Wan, Hunyuan, or LTX
- you want a unified framework covering text-to-video, image-to-video, and image editing
- you need GPU-accelerated, production-ready video generation with an API or web studio
- you want to run generation on limited hardware thanks to lightweight optimizations
When to avoid
- you need to train or fine-tune video diffusion models from scratch rather than run inference
- you need a general-purpose video editing suite rather than AI generation
- your project requires models outside the supported Wan/Hunyuan/LTX/Qwen ecosystem
Facets
framework · maturity active
llm-inference image-processing video-processing machine-learning deep-learning gpu-computing artificial-intelligence deep-learning image-processing media developer-tools python cross-platform video-generation diffusion-models text-to-video image-to-video text-to-image wan-video hunyuan-video ltx-video qwen-image inference-optimization digital-human tts video linux gpu docker web-server
4 sources
- readme: https://github.com/ModelTC/LightX2V · fetched 2026-08-28 · f42701b0776d
- homepage: https://x2v.light-ai.top/generate · fetched 2026-08-29 · bba47ebcfce5
- site_page: https://x2v.light-ai.top/api-docs · fetched 2026-08-29 · a4c846c7bbbe
- site_page: https://x2v.light-ai.top/en/api-docs · fetched 2026-08-29 · 12c4bb811358
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| ModelTC/LightX2V | main | 64 |
For agents
markdown · JSON · MCP: product_card(name="ModelTC/LightX2V")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem