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Explainable deepfake detection
EfficientNet-B4 deepfake detectors with Grad-CAM facial-region analysis, FaceForensics++ results and research limits. Non-commercial weights.
Benchmarks and datasets
Decision-model evaluation and training data, executed AI-agent trajectories and village simulation videos. Read each card for splits and licenses.
Turkish and German AI models
Karar-4B and Wähler-4B: small Turkish and German LLMs for text classification and decisions with probabilities. Full weights and GGUF builds.
Small local LLMs in GGUF
Run 2B and 4B language models locally: decision models with the JevAlt server and tool-use agents with Ollama or llama.cpp.
Benchmarks and datasets
Decision-model evaluation and training data, executed AI-agent trajectories and village simulation videos. Read each card for splits and licenses.
Explainable deepfake detection
EfficientNet-B4 deepfake detectors with Grad-CAM facial-region analysis, FaceForensics++ results and research limits. Non-commercial weights.
Turkish and German AI models
Karar-4B and Wähler-4B: small Turkish and German LLMs for text classification and decisions with probabilities. Full weights and GGUF builds.
Small local LLMs in GGUF
Run 2B and 4B language models locally: decision models with the JevAlt server and tool-use agents with Ollama or llama.cpp.