虽然还面临挑战,但这是一种新的数据科学范式! 代码生成(Code Generation) LLMs(大语言模型)非常有效的一个应用是代码生成。Copilot/codeX/ChatGPT 是一个很好的例子。通过提示,可以完成各种代码生成任务。 告诉chatGPT 元数据: Prompt:我有两张表,1. 表名:language、字段名:['chin', 'engl',
4)代码生成(Code generation):一个涉及生成执行特定功能或任务的代码段的 technical 任务。这个任务可以分解为以下子任务: 为代码选择一种编程语言(如 Python、Java、C++ 等)和一个框架或库(如 TensorFlow、PyTorch、React 等)。 根据用户输入或规范生成代码的函数名、参数列表和返回值。 生成实现代码逻辑和功能的函...
Programming and Code Generation (编程和代码生成):这些 prompt 用于生成计算机程序代码或解决编程问题。用途包括编程辅助、自动化代码生成等。 Conversation (对话):这些 prompt 用于模拟对话或聊天,并回应用户提出的问题或评论。用途包括聊天机器人、虚拟助手等。 Task-Specific (特定任务):这些 prompt 针对特定应用或任...
A Complete Introduction to Prompt Engineering For Large Language Models Prompt Engineering Guide: How to Engineer the Perfect Prompts Code https://github.com/microsoft/prompt-engine, This repo contains an NPM utility library for creating and maintaining prompts for Large Language Models (LLMs). 安全...
for (Message message : getInstructions()) { sb.append(message.getText()); } return sb.toString(); } //... } Prompt实现了ModelRequest方法,其getInstructions返回的类型为List<Message>,其getContents方法遍历getInstructions添加message.getText() Message...
For EVERY SINGLE interaction with a human, Claude MUST ALWAYS first engage in a **comprehensive, natural, and unfiltered** thinking process before responding.Below are brief guidelines for how Claude's thought process should unfold:- Claude's thinking MUST be expressed in the code blocks with `...
Official implementation for the paper: "Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering"" - Codium-ai/AlphaCodium
Deep learning models can accurately predict molecular properties and help making the search for potential drug candidates faster and more efficient. Many existing methods are purely data driven, focusing on exploiting the intrinsic topology and construct
ActionCLIP: A New Paradigm for Video Action Recognition paper:https://arxiv.org/abs/2109.08472 code:https://arxiv.org/abs/2109.08472 Prompt用于Action Recognition动作识别问题。 动作识别问题是一个很CV的任务了,一般的方式是采用上图(a)所示的单模态框架,即先理解视频内容,再预测一组固定的预定义类别。
Develop IDE Code Generation Prompts and supporting code for the IDE for Mistral 7B v0.1 Resources Existing prompts Smart Competition: Prompt Formatting in IDE for... (gitlab-org/modelops/ai-model-validation-and-research/ai-evaluation/prompt-library#226 - closed) Supported editor extensions Code Gen...