Open-source: The model’s code and weights are publicly available, encouraging community contributions and research. Efficient training: Utilizes the DeepSpeed library for efficient training, requiring less computational resources compared to other LLMs. ...
为了进一步提高LLM的编码能力,Code Evol-Instruct应用各种启发式方法来丰富初始代码指令的复杂性,基于CodeAlpaca提供的数据集。与此同时,MagicCoder采用强大的LLM生成新颖的编码挑战,从各种开源代码片段中汲取灵感。另外,WaveCode实现了LLM生成器-判别器框架来创建代码指令数据,提供对数据生成过程的定制和控制。尽管有这...
Meta recently open-sourced Code Llama, a code generation LLM which is based on the Llama 2 foundation model and carries the same community license. Code Llama was fine-tuned on 500B tokens of code and is available in three model sizes ranging up to 34B parameters. In evaluations on code-...
为了进一步提高LLM的编码能力,Code Evol-Instruct应用各种启发式方法来丰富初始代码指令的复杂性,基于CodeAlpaca提供的数据集。与此同时,MagicCoder采用强大的LLM生成新颖的编码挑战,从各种开源代码片段中汲取灵感。另外,WaveCode实现了LLM生成器-判别器框架来创建代码指令数据,提供对数据生成过程的定制和控制。 尽管有这些...
Readpaper:LLM360: Towards Fully Transparent Open-Source LLMs 主页:llm360.ai/blog/introduc 1 Idea LLM360是一个旨在完全开源大型语言模型(LLMs)的倡议,它提倡公开所有训练代码、数据、模型检查点和中间结果,以支持开放和协作的AI研究。 该倡议通过发布两个7B参数的LLMs——AMBER和CRYSTALCODER,展示了其对提高...
To deploy an open-source code LLM for your dev team, here are the five questions that you need to answer: Is there an LLM that is valuable enough yet? Is there a deployment method that fits yet? Can you get a hold of enough memory now?
OpenLLM is an open-source platform designed to facilitate the deployment and operation of large language models (LLMs) in real-world applications. With OpenLLM, you can run inference on any open-source LLM, deploy them on the cloud or on-premises, and build powerful AI applications....
The argument to do so is clear -- GPL-licensed OSS is some of the highest quality code that is publicly available, and just like any machine learning model, better quality training data almost always means better quality LLMs. The argument to not do so is perhaps less clear -- researchers...
[49]构建世界上最好的开源大型语言模型:H2O.ai的旅程:https://h2o.ai/blog/building-the-worlds-best-open-source-large-language-model-h2o-ais-journey/ [50]256 - 2048:https://huggingface.co/h2oai [51]MPT-7B:https://huggingface.co/mosaicml/mpt-7b ...
ILSpy is the open-source .NET assembly browser and decompiler. ILSpy ships in Visual Studio and is powering the important Decompilation feature, used by many VS users. ilspy.net SharpLab SharpLab is a .NET code playground that shows intermediate steps and results of code compilation. ...