Model Detail

Opus4.7-GODs.Ghost.Codex-4B.GGuF is a code generation model with 4B parameters released by WithinUsAI. The model is registered under the text-generation pipeline tag on Hugging Face.

Opus4.7-GODs.Ghost.Codex-4B.GGuF ships with 4B parameters, distributed as a quantized weight variant for lower-VRAM inference.

Opus4.7-GODs.Ghost.Codex-4B.GGuF is best fit for code completion, repository-scale Q&A, and pair-programming integrations. It is a less obvious choice for one-shot generation of security-critical code without review. Treat this as a starting matrix rather than a benchmark verdict — the right deployment usually depends on the specific evaluation suite that mirrors your workload.