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| title: Kova Mind |
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| # Kova Mind — AI Memory That's Yours |
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| We build **private, customer-owned AI memory infrastructure**. The models we publish here are the same ones running in production at [kovamind.io](https://kovamind.io) — open, reproducible, and domain-tuned for agent memory workloads. |
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| ## Models |
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| - [**Kova-Mind/emotion-v1**](https://huggingface.co/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. |
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| More models (extraction, pattern classification, salience) coming as they graduate out of production. |
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| ## Philosophy |
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| Your data. Your AI. Your control. |
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| - **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. |
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| ## Links |
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| - Website: [kovamind.io](https://kovamind.io) |
| - GitHub: [github.com/darkfordays](https://github.com/darkfordays) |
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