Local OpenVINO Coding Model — 2026-09-14

Local OpenVINO Coding Model(LocalAI)

Qwen2.5-Coder 7B Instruct INT4 OpenVINO wasprovides provedlocal inference on the Intel iGPU;iGPU 14Bfor exceededcoding practicaland shared-memoryother limits.bounded workloads. The persistentcurrent GenAIdocumented GPUroute pipelineis uses an OpenAI-compatible endpoint, roughly 8K prompt budget, 512-token output cap and serialized generation. OpenClaw route: openvino/qwen2.5-coder-7b;7b; GPT-5.6 Luna remains the default OpenAI model. A larger 14B model was not practical within the available shared memory.

Configuration

Backend: OpenVINO GenAI on Intel integrated graphics. Model: Qwen2.5-Coder 7B Instruct, INT4 OpenVINO format. Client contract: OpenAI-compatible local endpoint. OpenClaw model route: openvino/qwen2.5-coder-7b. Generation: serialized requests, approximately 8K prompt budget and 512-token output cap. OVMS: optional alternative serving layer; use only when separately configured and verified. Credentials: local endpoint details and any access token belong in protected runtime configuration, never in this page.

Relationship to other systems

OpenClaw selects this route for local coding tasks while hosted OpenAI remains the default. OVMSSkills ismay optional.request the local route when workload, privacy or latency makes it appropriate; BookStack documents the relationship and safe configuration, not live secrets.