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README
Kova-Mind/README
README is a machine learning model from Kova-Mind. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
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.
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Updated Apr 19, 2026
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At a glance
- Access
- Public
- Created
- Apr 19, 2026
- Updated
- Apr 19, 2026
- SHA
- f46f2e6e
Model card
From the Hugging Face model README
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
- Website: kovamind.io
- GitHub: github.com/darkfordays
- Created
- Apr 19, 2026
- Updated
- Apr 19, 2026