unsloth/Wan2.2-TI2V-5B-FP8
text-to-video model by unsloth
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
This is an FP8 / INT8 quantized version of Wan2.2-TI2V-5B. Prompt: "cute sloth typing on a computer" (first frame of the generated clip) Wan: Open and Advanced Large-Scale Video Generative Models We are excited to introduce Wan2.2, a major upgrade to our foundational video models. With Wan2.2, we have focused on incorporating the following innovations: This repository contains our TI2V-5B model, built with the advanced Wan2.2-VAE that achieves a compression ratio of 16×16×4. This model supports both text-to-video and image-to-video generation at 720P resolution with 24fps and can runs on single consumer-grade GPU such as the 4090. It is one of the fastest 720P@24fps models available, meeting the needs of both industrial applications and academic research. If your research or project builds upon Wan2.1 or Wan2.2, we welcome you to share it with us so we can highlight it for the broader community. Clone the repo: Install dependencies: Download models…
Read the full model card ↗ · Preview checked 2026-11-03T06:53:21.835Z
Inside the original model card — Document outline
- Samples
- Wan2.2
- Video Demos
- 🔥 Latest News!!
- Community Works
- 📑 Todo List
- Run Wan2.2
- Installation
- Model Download
- Run Text-Image-to-Video Generation
- Computational Efficiency on Different GPUs
- Introduction of Wan2.2
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Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
unsloth/Wan2.2-TI2V-5B-FP8 is a text-to-video model repository published by unsloth on Hugging Face. The source reports the diffusers library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- text-to-video
- Library
- diffusers
- Recent downloads (30 days)
- 13,644
- Cumulative likes
- 8
- Hugging Face trending score
- 0
- Reported safetensors parameters
- 4,999,787,712
- Architecture
- Not reported
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-07-18T00:39:46.000Z
- Last modified
- 2026-10-22T12:02:51.000Z
Compatibility and lineage
Reported languages: en, zh
Reported base models: Wan-AI/Wan2.2-TI2V-5B
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-11-03T06:52:23.685Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.
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