Eschatia Labs is an international open-source research lab. We publish small AI models, data and papers that people can run and test on their own computers. Our long-term goal is superintelligence.
| Work | What it does | Result |
|---|---|---|
| JevAlt decision models | Deem-4B, Karar-4B and Wähler-4B choose between options in English, Turkish and German and give a probability for each | Karar-4B, one of the best open Turkish decision models at 4B: 96.8% against Kev-4B's 87.1% on held-out Turkish decisions |
| Tholos-2B | A small model that picks tools for AI assistants on your own computer | 137 of 160 Tholos-Bench scenarios against MiniCPM5-2B's 112 |
| xdfdet | Eight deepfake video detectors with heatmaps that show which face regions drive each decision | 0.898 AUC on FaceForensics++ for the released detector |
| Eldalambë | One of the best research efforts on language preservation with small local models | Demo by invitation |
All open models and data: collection · GGUF builds for llama.cpp and Ollama: collection · eschatialabs.com · Mert Kaya · GitHub