agent 就是你写的那段程序，trainer 就是一个 actor，reward 是你在 Env 或 ChatAgent 里随手写的任意 Python。剩下的活儿三个大件全包了。README 里反复强调一个数字：大约 8600 行 RL 代码（推文里说的 9K 是个约数），却能撑到 1T 级别的 MoE。 OpenRLHF 的 ...

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如果你正在用 Claude API 做聊天机器人、AI 助手、代码生成或知识库问答，可能会发现一个问题：有时候总耗时还能接受，但前几秒没有任何输出， ...

Change notice Model availability, rate limits, pricing, and quota rules may change over time. Always confirm production-critical values in the official docs or platform console. MODEL_CATALOG.md Model ...

Large language models are stateless by default. Each API call starts fresh. The model forgets your last message once the response returns. That is fine for a single question. It breaks the moment you ...

Wikipedia-API is easy to use Python wrapper for Wikipedias' API. It supports extracting texts, sections, links, categories, translations, etc from Wikipedia. Documentation provides code snippets for ...