kyegomez/RT-2

Democratization of RT-2 "RT-2: New model translates vision and language into action"

38
/ 100
Emerging

Combines a vision encoder with a PaLM-E language model backbone to embed images and language into a unified multimodal space, enabling end-to-end training on both web-scale and robotics datasets. The model outputs action tokens directly, allowing robot camera observations paired with natural language instructions to be translated into executable control commands. Includes PyTorch implementation with straightforward API for integration into robotics pipelines and fine-tuning on custom robot demonstration data.

554 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 9 / 25
Community 19 / 25

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Stars

554

Forks

68

Language

Python

License

MIT

Last pushed

Jul 26, 2024

Commits (30d)

0

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