StarCoder2 7B local setup guide.
Mid-size StarCoder2 code model for local coding baselines. Architecture: StarCoder code transformer. Best for: local code completion baselines; StarCoder-family comparison. Avoid if: you need instruction-tuned assistant behavior; you need modern agentic coding. Cloud fallback: Use newer instruction-tuned coding models for assistant workflows. Hardware requirements start at 8GB RAM and 6GB VRAM, with 12GB RAM and 8GB 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 starcoder2:7b. Check this model on my machine at /calculator?task=coding_assistant&runtime=ollama&os=macos&ramGb=16&gpuTier=mid&unifiedMemory=1&model=starcoder2%3A7b, Save model profile, or Generate free model report after login.