README.md

metadata

title: Wan2.2 TI2V 5B Video Generator
emoji: 🐳
colorFrom: purple
colorTo: blue
sdk: docker
pinned: false
hardware: t4-medium

🐳 Wan2.2 TI2V 5B — Text & Image to Video

This Space runs Wan-AI/Wan2.2-TI2V-5B, a state-of-the-art open-source video generation model that produces 720p @ 24fps clips.

Features

• Text-to-Video — describe a scene, get a video
• Image-to-Video — upload a starting image, let AI animate it
• 720p @ 24fps output
• Runs on T4 (16 GB VRAM) or larger GPUs

Getting Started

1. Go to Settings → Hardware and select T4 medium (16 GB VRAM) or L4 (24 GB)
2. Wait for the Space to build (first build takes ~10 min)
3. Enter a prompt, optionally upload an image, and click Generate

⚠️ First generation downloads the model (~54 GB). Subsequent runs use the cached model.

Hardware Requirements

GPU	VRAM	Works?	Notes
T4 (free)	16 GB	⚠️ Tight	May OOM on 720p. Use L4 or tune num_frames lower
T4 medium ($)	16 GB	⚠️ Borderline	Enable CPU offload if needed
L4	24 GB	✅ Good	Recommended
A10G	24 GB	✅ Great
A100	40/80 GB	✅ Overkill	Fast!

API Usage

You can also call the /generate endpoint directly:

# Text-to-Video
curl -X POST https://sayeed105236-dotprogrammers.hf.space/generate \
  -F "prompt=A cat astronaut floating in space" \
  -F "steps=30" \
  -o video.mp4

# Image-to-Video
curl -X POST https://sayeed105236-dotprogrammers.hf.space/generate \
  -F "prompt=Summer beach vacation, the cat looks at the camera" \
  -F "image=@cat.jpg" \
  -F "steps=30" \
  -o video.mp4

Built With

• Wan2.2 TI2V 5B by Wan Team
• Diffusers (main branch)
• FastAPI + UVicorn