StarCoder2 3B local setup guide.
Small StarCoder2 model for code completion style local workflows. Architecture: StarCoder code transformer. Best for: small code completion experiments; CPU-friendly coding baselines. Avoid if: you need chat-style coding assistance; you need strong agentic workflows. Cloud fallback: Use stronger chat-tuned coding models for assistant workflows. Hardware requirements start at 4GB RAM and 2GB VRAM, with 6GB RAM and 4GB VRAM recommended. Quant recommendations include Q4_K_M on Ollama. Runtime notes: Ollama: Works on macOS, Windows, and Linux; GPU acceleration depends on local driver support.. Setup commands: Ollama: ollama pull starcoder2:3b. Check this model on my machine at /calculator?task=coding_assistant&runtime=ollama&os=macos&ramGb=16&gpuTier=mid&unifiedMemory=1&model=starcoder2%3A3b, Save model profile, or Generate free model report after login.