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title: Kova Mind

Kova Mind — AI Memory That's Yours

We build private, customer-owned AI memory infrastructure. The models we publish here are the same ones running in production at kovamind.io — open, reproducible, and domain-tuned for agent memory workloads.

Models

  • Kova-Mind/emotion-v1 — 10-class Inside-Out-style emotion classifier. 96.2% accuracy on conversational data, ~6× faster than the RoBERTa-base-GoEmotions baseline.

More models (extraction, pattern classification, salience) coming as they graduate out of production.

Philosophy

Your data. Your AI. Your control.

  • Proprietary and customer-owned — tenants own their memory graph end-to-end.
  • Domain-specific beats generic-large — we fine-tune small models on high-quality domain data instead of shipping 70B params for every task.
  • Reproducible — every model card documents the training recipe, base model, data composition, and evaluation protocol.

Links