Ai2's terminal-agent model family — "a simple recipe for terminal agents" billed as the strongest open RL recipe for terminal agents to date. Sizes 2B/4B/9B/27B fine-tuned from Qwen 3.5 (2–9B) and Qwen 3.6 27B with vision heads removed, trained with DPPO (Divergence Proximal Policy Optimization). tmax-9b scores 27.2 and tmax-27b 42.7 on Terminal-Bench 2.0. Radically open: Apache-2.0 weights plus the full SFT data (TMax-15K, tmax-sft) and all RL rollouts and logprobs published — per-stage ablation models included.

Outputs 3

Tmax models

model
License Apache 2.0

Variants

Name Parameters Notes
tmax-2b 2B
tmax-4b 4B
tmax-9b 9B
tmax-27b 27B

Tmax: A Simple Recipe for Terminal Agents

paper

TMax-15K / tmax-sft datasets

dataset
License Apache 2.0
agentsrlopen-weightcoding

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