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...
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...
a series of large-scale multilingual language models containing 7 billion and 13 billion parameters, trained from scratch, on 2.6 trillion tokens. Baichuan 2 matches or outperforms other open-source models of similar size on public benchmarks like MMLU, CMMLU, GSM8K, and HumanEval. Furthermore...
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...
The efficacy of large-scale language models (LLMs) as few-shot learners has dominated the field of natural language processing, achieving state-of-the-art performance in most tasks, including named entity recognition (NER) for contemporary texts. However, exploration of NER in historical ...
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...
Databricks has taken a huge jump in terms of advancing their AI language with their launch of DBRX – a powerful open source large language model (LLM). This Databricks open source LLM is a game changing milestone that outperforms AI models like OpenAI’s GPT and Gemini across different ...
Developed by EleutherAI, GPT-Neo is a direct response to the need for accessible, large-scale language models. It mirrors the architecture of OpenAI’s GPT-3. GPT-Neo is exceptional at text generation and completing tasks like content creation, summarization, and question-answering. ...
Owing to large-scale pre-training on high-quality English, Chinese, and multilingual data, the language ability of the model has been improved. Owing to the curriculum learning strategy for human alignment, the helpfulness, honesty, and harmlessness of our model have been enhanced. ...