Devstral 24B local setup guide.
Coding agent model aimed at software engineering tasks on stronger local hardware. Architecture: dense transformer. Best for: agentic software engineering on high-memory machines; larger coding assistant workflows. Avoid if: you only have 16GB RAM; you need CPU-only responsiveness. Cloud fallback: Use cloud for long autonomous tasks when local speed is not enough. Hardware requirements start at 24GB RAM and 16GB VRAM, with 32GB RAM and 20GB 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 devstral:24b. Check this model on my machine at /calculator?task=coding_assistant&runtime=ollama&os=macos&ramGb=16&gpuTier=mid&unifiedMemory=1&model=devstral%3A24b, Save model profile, or Generate free model report after login.