此外,Baichuan 2在医疗和法律等专业领域也展现出强大的性能。 论文的核心内容:Baichuan 2的论文不仅介绍了模型的训练过程和所遇到的挑战,还详细阐述了对原始Transformer架构和训练方法的修改。论文还进一步描述了微调方法,以使模型更符合人类偏好。此外,还与其他LLM在标准测试集上的性能进行了对比,并展示了Baichuan 2的...
Unifying Large Language Models and Knowledge Graphs: A Roadmap - 统一大型语言模型和知识图谱:一份路线图 摘要 大型语言模型(LLMs),如ChatGPT和GPT4,由于其新兴的能力和通用性,正在自然语言处理和人工智能领域掀起新的浪潮。然而,LLMs是黑盒模型,往往无法捕捉和访问事实知识。相比之下,知… Snowm...发表于AI...
Open source large language models and IBM AI models, particularly LLMs, will be one of the most transformative technologies of the next decade. As new AI regulations impose guidelines around the use of AI, it is critical to not just manage andgovern AI modelsbut, equally importantly, to gove...
Large language models (LLMs) have demonstrated remarkable performance on a variety of natural language tasks based on just a few examples of natural language instructions, reducing the need for extensive feature engineering. However, most powerful LLMs are closed-source or limited in their capability...
LANGUAGE modelsANATOMYARTIFICIAL intelligenceDATA privacyThis letter discusses the potential of artificial intelligence (AI) and large language models (LLMs) in revolutionizing anatomy education. The authors explore the capabilities and limitations of ChatGPT, an LLM, in providing interactive and ...
本项目支持 LoRA 的微调训练。关于 LoRA 的详细介绍可以参考论文LoRA: Low-Rank Adaptation of Large Language Models以及 Github 仓库LoRA。 主要参数说明如下: 使用LoRA 微调的启动命令如下: cdtrain sh script/bluelm-7b-sft-lora.sh 声明、协议、引用 ...
How does ChatGPT ‘think’? Psychology and neuroscience crack open AI large language modelsResearchers are striving to reverse-engineer artificial intelligence and scan the ‘brains’ of LLMs to see what they are doing, how and why. By Matthew Hutson ...
Understand how to fine-tune models The release of Meta's Llama model has proven to be the big bang of open source large language models, and a lot of work has been invested by the ML community to fine-tune the model to specific needs for tasks such as question answering or for chatbot...
www.nature.com/scientificreports OPEN Strong and weak alignment of large language models with human values Mehdi Khamassi *, Marceau Nahon * & Raja Chatila * Minimizing negative impacts of Artificial Intelligent (AI) systems on human societies without human supervision ...
Deploying BLOOM: A 176B Parameter Multi-Lingual Large Language Model– hear more about the world’s largest open-source large language model, presented by the Hugging Face team. “Demystifying Large Language Models: How Transformers can be Applied in Practice” – by Stella Biderman, Lead Scientis...