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【第180期】LLM-AutoDiff：一个基于梯度的自动化提示工程
Published 1 year, 3 months ago
Description
Seventy3: 用NotebookLM将论文生成播客，让大家跟着AI一起进步。
今天的主题是：
LLM-AutoDiff: Auto-Differentiate Any LLM Workflow
Summary
The provided research introduces LLM-AutoDiff, a novel framework for automating prompt engineering for complex Large Language Model workflows. This system extends gradient-based optimization to multi-step and cyclic LLM applications by treating textual inputs as trainable parameters. LLM-Aut...去小宇宙查看完整单集简介
前往小宇宙评论区与主播互动
今天的主题是：
LLM-AutoDiff: Auto-Differentiate Any LLM Workflow
Summary
The provided research introduces LLM-AutoDiff, a novel framework for automating prompt engineering for complex Large Language Model workflows. This system extends gradient-based optimization to multi-step and cyclic LLM applications by treating textual inputs as trainable parameters. LLM-Aut...去小宇宙查看完整单集简介
前往小宇宙评论区与主播互动