r/LocalLLaMA top dayJun 10, 2026, 2:11 AM/u/wuqiao

Releasing Apodex-1.0 Smol Models (0.8B, 2B, 4B Open-Weights) Optimized for Agentic Verification + AgentHarness Evals

Original: Releasing Apodex-1.0 Smol Models (0.8B, 2B, 4B Open-Weights) optimized for Agentic Verification + AgentHarness Evals

Apodex releases three open-weight small models specialized as verification sub-agents in long-horizon agentic pipelines, alongside the AgentHarness eval framework.

Apodex 1.0 launches with open-weight models at 0.8B, 2B, and 4B, trained not for general generation but for specialized sub-agent roles—fact-checking external claims and verifying tool call outputs before passing results to a main controller. The design targets long-horizon agent workflows where routing small tasks to lightweight models avoids wasteful use of 70B+ models at every step. AgentHarness, an open-source evaluation framework for local multi-step agent pipelines, is released alongside the weights.

Apodex 團隊於 2026 年 6 月正式發布 Apodex 1.0,並同步釋出三個開源小模型:0.8B、2B 與 4B 參數版本。這批模型的設計哲學與「大模型通吃」路線截然不同——研究核心放在長程任務中的「獨立驗證」能力,這些小模型不追求全能生成,而是作為 AgentOS 運行時的專職子代理(sub-agent),分擔特定的驗證子任務。

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