Karpo Decision (karpo-decision-12B)
Developed by MachinePulse Limited
https://machinepulse.ai
https://karpo.ai (Karpo, a MachinePulse product)
https://huggingface.co/MachinePulseAI/karpo-decision-12B

karpo-decision-12B is a modified version of Gemma 4 12B-it (google/gemma-4-12B-it),
developed by Google DeepMind and licensed under the Apache License, Version 2.0.
MachinePulse fine-tuned the decoder weights for decision modeling and added a linear
readout over the options. MachinePulse contributions are subject to the
MachinePulse Community License in LICENSE.

A copy of the Apache License, Version 2.0, under which Gemma 4 is licensed, is
included in licenses/Gemma-4-LICENSE. Gemma and other third-party components remain
subject to their original licenses.

The inference code (https://github.com/machinepulse-ai/karpo-decision) is licensed
separately under the Apache License, Version 2.0.

Licensing: contact@machinepulse.ai