我们使用 ChatGPT 去创建这个数据集，通过问它类似这样的问题:Generate a bunch of instructions for coding questions in python (in the format of {"prompt": instruction})或者Can you generate 5 examples of instructions, with the same format {"prompt": text}, where the instruction has a piece of ...
在上述的prompt中,我们使用了如下的输入让StarCoder2分别生成python, shell和C++代码: create a python script to search all.txt files in the current directory and replace hello with good-bye in each file create a shell script to search all.txt files in the current directory and replace hello with...
and the inclusion of helpful comments improves the overall quality of the code. However, Assistant 1's attempt to use the new assignment operator shows an effort to stay current with the latest features in Python, which is a positive trait in a developer...
此外，我们还针对一个 35B 词元的 Python 数据集对 StarCoderBase 模型进行了微调，从而获得了一个我们称之为 StarCoder 的新模型。我们发现 StarCoderBase 在流行的编程基准测试中表现优于现有其他开源的代码 LLM，同时与闭源模型相比，如来自 OpenAI 的 code-cushman-001 (早期版本的 GitHub Copilot 背后的原始 ...
Awesome Python是GitHub上的Python资源库,涵盖库、框架、工具等,含Web框架、爬虫、数据可视化等,由开源前哨等维护,超188k star,是开发者必备。
included in the normal form of packaging a Major Component, but which is not part of that Major Component, and (b) serves only to enable use of the work with that Major Component, or to implement a Standard Interface for which an implementation is available to the public in source code ...
StarCoder2安装 为了简单起见,我们使用venv创建虚拟环境,然后安装相应的包 代码语言:javascript 代码运行次数:0 运行 AI代码解释 # Create a virtual environment mkdir starcoder2&&cd starcoder2 python3-m venv starcoder2-env source starcoder2-env/bin/activate ...
os_name=os.nameclassTracerCanClick(Tracer):"""使运行轨迹可点击。"""deftrace(self, frame, event, arg):ifframe.f_codeisnotself.target_code_object:ifself.depth == 1:returnself.traceelse: _frame_candidate=frameforiinrange(1, self.depth): ...
在本文中,我们将介绍StarCoder2的一些基本信息,然后建立一个本地环境,搭建StarCoder2-15B模型并用Python, JavaScript, SQL, c++和Java测试其编码能力。 StarCoder2简介 StarCoder2模型有三种不同大小可供选择,包括3B、7B和15B参数,并且支持广泛的编程语言。每个模型都是在The Stack v2上进行训练的,这是当前最广泛...
StarCoder2安装 为了简单起见,我们使用venv创建虚拟环境,然后安装相应的包 # Create a virtual environment mkdirstarcoder2&&cdstarcoder2 python3-mvenvstarcoder2-env sourcestarcoder2-env/bin/activate # Install dependencies pip3installtorch pip3installgit+https://github.com/huggingface/transformers.git ...