Model Detail

A.X-K2-Raon-Speech-21B-A3B is a code generation model with 21B parameters released by KRAFTON. The model is registered under the any-to-any pipeline tag on Hugging Face, distributed under the permissive cc-by-nc-4.0 license.

A.X-K2-Raon-Speech-21B-A3B ships with 21B parameters. Total weight footprint is approximately 21.2 GB, which is the relevant figure when planning local-inference VRAM. The cc-by-nc-4.0 license is permissive, allowing commercial deployment and derivative work without per-seat fees, though attribution requirements still apply.

A.X-K2-Raon-Speech-21B-A3B 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.