Interactive Training 2: Auditable Control Plane for Live Model Training
- 类型：arxiv
- 标识：2607.18314
- 链接：https://arxiv.org/abs/2607.18314
- 主分类：engineering
- 形态：application
- 被引：0
- 被引来源：Semantic Scholar
- S2被引：0
- 影响力被引：0
- TLDR：Experiment trackers show how training is progressing, but changing a live run still usually requires trainer-specific code. We present Interactive Training 2, an open-source control plane for steering training through a shared protocol. Training applications declare which settings and actions they expose, humans and automated controllers submit requests through the same interface, and the training loop validates and applies them at safe control points. A customized Aim workspace combines live metrics and controls with a chronological record of requests and outcomes. We demonstrate the system a
- 待LLM分类：否
- 标题中文：Interactive Training 2: 面向在线模型训练的可审计控制平面
- TLDR中文：实验跟踪器能够展示训练的进展，但更改正在运行的训练通常仍需编写特定于训练器的代码。我们提出了 Interactive Training 2，一个通过共享协议引导训练的开源控制平面。训练应用声明其暴露的设置和操作，人类与自动化控制器通过同一接口提交请求，训练循环在安全的控制点对请求进行验证并应用。定制的 Aim 工作区将实时指标与控制面板以及请求和结果的时序记录整合在一起。我们在 a[……]上展示了该系统。
- 来源文件：
- /inbox/tom/_candidates/2026-07-28-rag-retrieval-reranking-candidates.json
- /inbox/tom/_candidates/2026-07-28-agent-rag-longcontext-candidates.json
- [S2 enrich]