在这个人工智能发展飞速的时代,"Baichuan 2"这款大型语言模型的诞生代表了一次技术上的重大突破,它为自然语言处理领域带来了新的进展。在这里以详细地概述了这篇既复杂又重要的论文,使读者能迅速掌握其精髓。在这里,您不仅能快速领会"Baichuan 2"的关键点,还可以通过细读本博客深入了解其实验设计、评估方法及附加内容...
本技术报告介绍了Baichuan 2,一个大规模多语言模型系列,包含70亿和130亿参数,基于2.6万亿tokens从零开始训练。Baichuan 2在公开基准测试如MMLU、CMMLU、GSM8K和HumanEval上达到或超过了其他同类开源模型的性能,并在医学和法律等垂直领域表现优异。我们发布所有预训练模型checkpoints,帮助研究社区更好地理解Baichuan 2的...
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...
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...
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...
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 ...
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...
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. ...
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 indu...
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. ...