简介:本文将对不同CODE Large Language Model(LLM)进行对比分析,重点关注其功能特性、性能表现以及在不同应用场景下的实用性。通过深入挖掘各模型的痛点,并结合案例分析,我们将为读者提供一个全面而深入的LLM选型参考。同时,也将探讨该领域未来的发展趋势和潜在应用。 随着人工智能产业的飞速发展,CODE Large Language ...
将AutoCoder-AIEV-Instruct数据集与当前几个大型代码指令数据集进行了比较,结果如图,AutoCoder-AIEVInstruct数据集包含16.9万个数据样本,总计24.1万轮对话。其中,15万轮对话数据样本来自多轮对话数据样本。除了包含主要功能之外,还包含后续包安装、代码执行错误或结果,以及各种错误分析。 与最初的Magicoder-Evol-Instruct和...
In the planning phase, the Large Language Model (LLM) generates a solution plan based on the problem description; in the design phase, the code architecture is further designed based on the solution plan; and in the implementation phase, the previous solution plan and code architecture are ...
We would like to thank all contributors to the open-source projects and datasets that made this work possible. Thank you for your interest in our Code Large Language Model. We look forward to your contributions and feedback! Releases No releases published Languages Python100.0%...
LLM4Decompile: Decompiling Binary Code with Large Language Models 摘要 反编译的目的是将编译后的代码恢复为人类可读的源代码,但在名称和结构等细节上遇到了困难。 大型语言模型(大语言模型)显示出编程任务的前景,激励其应用程序进行反编译。 但目前还没有开源的大语言模型可供反编译。 而且,现有的反编译评估系统...
利用LLM(Large Language Model)做多模态任务 利用LLM(Large Language Model)做多模态任务大型语言模型LLM(Large Language Model)具有很强的通用知识理解以及较强的逻辑推理能力,但其只能处理文本数据。虽然已经发布的GPT4具备图片理解能力,但目前还未开放多模态输入接口并且不会透露任何模型上技术细节。因此,现阶段,如何...
CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis salesforce/CodeGen • • 25 Mar 2022 To democratize this, we train and release a family of large language models up to 16. 1B parameters, called CODEGEN, on natural language and programming language data, ...
DeepSeek-Coder When the Large Language Model Meets Programming - The Rise of Code Intelligence-deepseek编码器:当大型语言模型遇到编程时.pdf,DeepSeek-Coder: When the Large Language Model Meets Programming - The Rise of Code Intelligence 1 ∗1,2 1 1 1 1
Convert the saved checkpoint using the script located atconvert_large.sh. It contains instructions which repos to download. Other We did not end up using Megatron-LM fine-tuning for the model in the paper, but implemented it nevertheless. Feel free to follow these instructions to use it: ...
Recent advancements in large language models (LLMs) have catalyzed significant interest in the automatic generation of Register-Transfer Level (RTL) code, particularly Verilog, from natural language instructions. While commercial LLMs like ChatGPT have dominated this domain, open-source alternatives have...