The model is post-trained from Nanbeige4.3-33B-Base and offers configurable thinking behavior. Its chat template separately controls current-response reasoning and whether earlier reasoning is retained, with documented support for contexts up to 524,288 tokens and several deployment backends.
Developers can use Nanbeige4.3-33B for self-hosted coding assistants, research into agent behavior, and professional task automation. The public model card includes evaluation settings and deployment examples, allowing teams to compare performance under their own harness rather than relying only on leaderboard summaries.
