VANTORELL

Research for a more capable tomorrow

We explore, build, and share research on language models that are more controllable, adaptable, and aligned with human goals.

Latest: Predicting capability interference

Modular intelligence for an open future

We research methods to make language models more composable, understandable, and reliably controllable — so new capabilities can be added, adapted, and shared with predictable effects.

Capability control
Add, adapt, and remove capabilities with confidence.
Model adaptation
More capable models with fewer trade-offs.
Real-world impact
From research to practical applications.
Read about our approach

Try it: switch capabilities on and off

3 of 3 capabilities on
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Summarize
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Translate
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Write code
Base model

Each capability attaches to the same base model and comes off cleanly, without disturbing the others. This is an illustration, not a live model.

A more open, composable future

We share our work through open research, collaborations, and tools for the community.

Browse publications
Towards modular language modelsPaper, [Month Year]Predicting capability interferencePaper, [Month Year]Representation alignment for model mergingPaper, [Month Year]

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