v0.10.1

lingodotdev/lingo.devv0.10.1Oct 30, 2025by adeebshihadeh

AI Summary

This release introduces a new driving model with increased parameters and support for several new vehicle models, including Acura and Honda variants.

Key Highlights

New World Model with 2x parameters and 4x training segments
New VAE Compression Model and Driving Vision Model
Support for Acura TLX 2021, Honda City 2023, Honda N-Box 2018, Honda Odyssey 2021-25, and Honda Passport 2026

New Features

New driving model architecture
New driver monitoring model
New car model support

Full Release Notes

Check out our [release blog post](https://blog.comma.ai/0101release/) for more details!
* New driving model #36276
  * World Model: removed global localization inputs
  * World Model: 2x the number of parameters
  * World Model: trained on 4x the number of segments
  * VAE Compression Model: new architecture and training objective
  * Driving Vision Model: trained on 4x the number of segments
* New Driver Monitoring model #36198
* Acura TLX 2021 support thanks to MVL!
* Honda City 2023 support thanks to vanillagorillaa and drFritz!
* Honda N-Box 2018 support thanks to miettal!
* Honda Odyssey 2021-25 support thanks to csouers and MVL!
* Honda Passport 2026 support thanks to vanillagorillaa and MVL!