Open Source SDK — Apache 2.0

From raw data
to robot policy.
One pipeline.

Innate is the open-source SDK for training, simulating, and deploying Vision-Language-Action models. Plug in your data. Get a robot that works.

pip install inx Python 3.10+ Any robot platform

The pipeline, assembled.

Five stages. One config file. Robot arms do the heavy lifting so you don't have to.

Ingest

LeRobot, ROS2, HDF5 — any format

inx connect lerobot

Normalize

Canonical Episode schema

Episode → Steps

Simulate

MuJoCo, Isaac Sim backends

inx sim --backend mujoco

Train

LoRA fine-tuning, any VLA

inx train --config inx.yaml

Deploy

Export & run on real hardware

inx export --format onnx
01

Any data format in

LeRobot, ROS2 bags, HDF5, RLDS — Airbyte-style connectors normalize everything to one canonical schema. No more format wrestling.

02

Sim-to-real, built in

Swap between MuJoCo and Isaac Sim with one config line. Evaluate your policy in simulation before touching hardware.

03

Train any VLA

LoRA fine-tuning for SmolVLA, OpenVLA, and more. Local-first experiment tracking. No vendor lock-in, no cloud required.

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