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Overmind open-sources model training platform
Overmind open-sourced its platform for training smaller models on agent work; its model hallucinated quotes on 0.12% of 4,000+ questions, 28x lower.
Original post
Overmind has open-sourced its platform for training smaller models on the work your agents actually do.
In its own test of 4,000+ questions across 100+ contracts, Overmind reports that its trained model invented quotes on 0.12% of questions, compared with 3.36% for the frontier model it tested. That's a 28x lower rate.
It uses records of your agents' real work to build training data and evals, then fine-tunes open models. For an agent pulling clauses out of contracts all day, training a model for that specific job makes sense.
I'm a big fan of open source, so its cool that they released the code. You keep the trained model's weights and can run the platform yourself.
Code: https://t.co/yPmxdvG4ASQuoting @OvermindLab: Overmind turns anyone into an AI lab.
• Builds a context graph from code and traces
• Curates training and eval datasets
• Evaluates prompts and models
• Trains smaller, specialized models
https://t.co/AEBRXmTE6M https://t.co/5ImVLAQ5eH
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