A developer benchmarked four caching strategies — exact-match, semantic, retrieval, and prompt (prefix) caching — on the same RAG pipeline running both a local Qwen3 4B model on a MacBook Air and Clau…
A developer built Kindred, a private English practice partner for a friend preparing for job interviews, using a local Ollama instance running the open-weight Qwen3 4B model. The app offers three type…
A developer built VivaMate, an AI-powered mock viva practice platform, for a friend preparing for technical university vivas. The tool chains a React/Vite frontend on Vercel with a FastAPI backend on …
A developer benchmarked Qwen2.5 7B against Qwen3 4B and 8B for writing correction using 60 local Ollama responses on Windows. The results showed Qwen3 4B matched Qwen2.5 7B's correction performance ca…