MOVA 360p
MOVA-360p is an open multimodal diffusion model hosted on Hugging Face for image-to-video generation. It accepts an input image together with an optional text prompt and produces a short video clip that matches both the visual content and the described motion or scene.
The model supports several related tasks listed on its repository page: image-text-to-video, image-to-audio-video, and image-text-to-audio-video. It is distributed with Safetensors weights and carries an Apache-2.0 license. Integration with the Diffusers library is provided through a standard pipeline that loads the model in bfloat16 precision, runs inference on CUDA, and returns video frames ready for export.
Developers can install the required packages with pip and instantiate the pipeline using a few lines of Python code that loads an image from a URL or local path and combines it with a descriptive prompt. The repository also references an associated arXiv paper for technical details. No pricing information appears because the model is offered as a free, open-source download.
Overview
3 featuresMOVA 360p sits in PulseGate's Image to video category. It focuses on converting images and text into synchronized video and audio outputs using a single model. MOVA 360p is an open-source project aimed at developers. The project is open source (Apache-2.0). MOVA 360p is available on the web, the command line, and API.
Behind MOVA 360p is OpenMOSS-Team, and it first shipped in 2026. The project is developed in the open on GitHub with 1.1k stars and 5 commits in the last 90 days. Among its 3 catalogued features are image-to-Video, image-to-Audio, and Diffusers Pipeline. It exposes integrations via a public API.
Summary written by a language model from the project’s public pages.
- Image-to-Video
- Image-to-Audio
- Diffusers Pipeline
Built with & integrations
- AWS
- x-amz-cf-id header · x-amz-cf-pop header · via header
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed21 Jul · 18:09 UTCOpenMOSS-Team/MOVA-360p verified against its public sourceSource: PulseGate · Open
Frequently asked questions about MOVA 360p
- What does MOVA 360p do?
- MOVA 360p focuses on converting images and text into synchronized video and audio outputs using a single model. It is catalogued under Image to video on PulseGate.
- Who should use MOVA 360p?
- MOVA 360p is an open-source project built for developers.
- Is MOVA 360p free?
- Yes — MOVA 360p is open source under the Apache-2.0 license and free to use.
- What platforms does MOVA 360p run on?
- MOVA 360p runs on the web, the command line, and API.
- Is MOVA 360p still maintained?
- The GitHub repository shows 5 commits in the last 90 days.
- Who makes MOVA 360p?
- MOVA 360p is developed by OpenMOSS-Team.
- How long has MOVA 360p been around?
- MOVA 360p first shipped in 2026.
- Is MOVA 360p open source?
- Yes — MOVA 360p is open source under the Apache-2.0 license, developed on GitHub.
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