Replicate BlogNov 23, 2023, 12:00 AM

如何使用 API 運行 Yi 對話模型:以 Replicate 雲端託管為例

Original: How to run Yi chat models with an API

The Yi model series is a bilingual (Chinese and English) large language model trained from scratch by 01.AI, the AI startup founded by…

Yi 系列模型是由「零一萬物 (01.AI)」從頭訓練的大型語言模型,在多項基準測試中表現優異。Replicate 平台已託管 Yi 模型,開發者無需自行配置與維護昂貴的 GPU 基礎設施,即可透過 API 進行調用。本文介紹如何使用 Replicate 的 Python SDK,僅需一行程式碼便能輕鬆在雲端運行 Yi-34B-Chat 等模型,並支援串流輸出。

The Yi model series is a bilingual (Chinese and English) large language model trained from scratch by 01.AI, the AI startup founded by Kai-Fu Lee. Upon its release, Yi-34B quickly topped Hugging Face's open-source LLM leaderboard, particularly excelling in commonsense reasoning, reading comprehension, and code generation. However, for developers looking to integrate this powerful bilingual model into their applications, self-hosting and running a 34-billion-parameter model requires substantial GPU resources and presents significant infrastructure maintenance challenges.

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