Hello, video creators and AI enthusiasts! Genmo is making waves in the video generation world with its latest release, Mochi 1, an open-source video generation model with impressive abilities to create smooth, realistic motion and adhere to textual prompts. If you’ve been following the advancements in AI for video, Mochi 1 brings an exciting new level of quality to open-source models, making it a powerful alternative to the industry’s closed systems.
What Makes Mochi 1 Stand Out?
Mochi 1 isn’t just another video generation model — it’s a new state-of-the-art (SOTA) model. Built with a whopping 10 billion parameters, Mochi 1 uses a unique Asymmetric Diffusion Transformer (AsymmDiT), enabling it to handle prompts with high fidelity and produce smooth, lifelike motion. What sets it apart is the prompt adherence and motion quality, making it more responsive and realistic than many open models we’ve seen so far.
This model generates videos at 30 frames per second, with smooth transitions and detailed movements that capture the viewer’s attention. Currently, it’s available in 480p resolution, with an HD version planned for release later this year.
A New Playground for Creators
For anyone eager to experiment with AI-generated video, Genmo has made Mochi 1 accessible through a free playground at genmo.ai/play. This means you can try out video generation with Mochi 1 firsthand, using your own prompts and experiencing its high level of prompt adherence and natural motion.
The model is also available on Hugging Face for anyone who wants to download the weights and dive deeper into its architecture. Genmo’s dedication to open access means that creators, researchers, and developers can use this model freely for both personal and commercial purposes, driving forward the democratization of AI tools.
The Power of Prompt Adherence and Motion Quality
Prompt Adherence
Mochi 1 takes text-based prompts and translates them into video scenes that align with user intent, opening doors for content that’s interactive and controlled by natural language. Genmo has fine-tuned this feature by using a language model to score and evaluate prompt adherence, so the generated videos accurately reflect specific character actions, environments, and scenarios.
Smooth, Realistic Motion
One of the biggest challenges in video generation is maintaining fluidity and realistic motion, especially in complex scenes. Mochi 1 excels in this, producing smooth, consistent motion and even simulating real-world dynamics like fluid motion and realistic human action. It’s approaching a level of sophistication that’s beginning to cross the “uncanny”valley”—bringing animated content closer to real-life visuals.

Applications: Unlocking New Creative Possibilities
Mochi 1’s capabilities extend well beyond casual experimentation. Here’s a look at some ways this model is already making an impact:
- Film and Entertainment: The high motion fidelity and prompt adherence make Mochi 1 an excellent tool for indie filmmakers and animators looking to produce high-quality scenes on a budget.
- Marketing and Advertising: Marketers can create tailored video content that speaks directly to their audience, with scene-specific visuals and personalized messages.
- Education and Training: By generating synthetic video data, Mochi 1 can support simulations and training materials that rely on realistic human actions and complex dynamics.
- Robotics and Virtual Reality: Mochi 1’s motion fidelity can help train models in simulated environments, creating synthetic datasets for robotics and VR.
What’s Next for Mochi 1?
Mochi 1’s preview is just the beginning. Genmo is planning an HD release with 720p resolution, further enhancing the quality and opening up even more potential for creators. In the coming months, the model will also gain new abilities, like image-to-video synthesis and improved controls, allowing users even more precision over the generated outputs.
Genmo’s commitment to open-source development means we can all be part of this exciting journey toward smarter, more expressive AI.
What kind of stories will you tell with Mochi 1?




