EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·Jul 24·5 min read
Flux 3 X Mimic: The Next Generation of Video-Action Models
TL;DR
FLUX 3, a new multimodal foundation model, has been integrated with mimic robotics to create FLUX-mimic, enhancing video-action capabilities in robots deployed at Audi.
✦ Why It Matters
Explore integrating FLUX 3 into your robotics projects to enhance video-action capabilities.
Key Takeaways
- Consider FLUX-mimic for complex robotic tasks in production.
- Utilize multimodal models to enhance automation capabilities.
- Leverage efficient representations to reduce training data needs.
- Explore partnerships with robotics firms for advanced solutions.
How It Works
FLUX 3 is trained jointly on images, video, and audio, allowing it to understand the physical world and predict actions based on learned dynamics. The model integrates action prediction seamlessly, using a single backbone to maintain performance across different tasks.
This unified approach enables robots to adapt quickly to new tasks by leveraging existing world knowledge.