license, pipeline_tag, library_name, base_model, datasets, tags

license	pipeline_tag	library_name	base_model	datasets	tags
apache-2.0	text-generation	transformers	Qwen/Qwen3-8B	OrionLLM/OpenAgentInstruct	text-generation transformers agent reasoning terminal swe-bench

Terminus

Terminus is a model trained for terminal agentic tasks such as Terminal-Bench 2.0 and SWE-Bench, nd also be efficient for use and localization with environments such as Codex and OpenCode. It was trained on the dataset:

• OrionLLM/OpenAgentInstruct

Terminus was designed to improve performance in terminal-based reasoning workflows, software engineering, and tool usage over other models.

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Benchmarks

Model	Harness	Terminal-Bench 2.0	SWE-Bench Verified
Qwen3-8B	Terminus-2	0.0	0.7
Terminus-Qwen3-8b	Terminus-2	4.9	15.7
Qwen3-32B	Terminus-2	1.9	5.7
Qwen/Qwen3-Coder-30B-A3B-Instruct	OpenHands	10.1	49.2

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OpenAgent is an open-source effort focused on building stronger agentic models through better datasets, practical training, and real benchmark evaluation.