入门生成式语言模型(Generative Language Models) 简介:入门生成式语言模型涉及理解基本概念、学习NLP基础知识、掌握相关工具和框架、训练与评估模型、实践项目和案例,以及持续学习。关键步骤包括预训练、微调(如SFT、LoRA、Prefix Tuning)、模型选择(如LLaMA、ChatGLM、Bloom等)和优化部署(量化、剪枝)。训练策略包括Pretrai...
Versatile Generative Language Model. Contribute to zlinao/VGLM development by creating an account on GitHub.
PALM-H3 achieved a perplexity of 4.96 for the generated sequences, lower than baseline methods IgLM and SeqDesign (t-test, p < 0.01). A lower perplexity score indicates better quality of the generated sequences. Therefore, the result suggests that PALM-H3 generates higher-quality sequence...
A total of 30 orthopedic-related questions covering aspects such as anatomical knowledge, disease diagnosis, fracture classification, treatment options, and surgical techniques were input into both the knowledge base-optimized and unoptimized versions of the GPT-4, ChatGLM, and Spark LLM, with their ...
The Generative Learning Model is based on an inquiry into how humans learn. Through GLM, the knowledge possessed by the student is the result of the activity undertaken by the student and not the passively accepted teaching. In his theory Wittrock (1974: 182) emphasized that: The learner is ...
23年12月来自CMU的论文“Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems“。 在人工智能(AI)快速发展的格局中,生成式大语言模型(LLM)站在最前沿,彻底改变了与数据的交互方式。然而,部署这些模型的计算强度和内存开销在服务效率方面带来了巨大挑战,特别是在要求低延迟...
OpenAI’s ChatGPT has had a profound impact across the world. However, Chinese tech companies haven’t been standing still either and GPT might not end up on top. Every notable Chinese tech leader is working on a large language model (LLM). And many domestic LLCs are approaching GPT in ...
“We see things like a model being trained on one programming language and these models then automatically generate code in another programming language it has never seen,” Siddharth said. “Even natural language; it’s not trained on French, but it’s able to generate sentences ...
Zhipu AI, a company founded by Tsinghua alumni in 2019, launched its first generative AI assistant named Zhipu Qingyan on August 31. The AI product is developed based on the company’s self-developed dialogue language model (DLM) ChatGLM2, Zhipu AI said in a statement. Currently, users c...
LLMs such as LLaMa, BLOOM, ChatGLM, Falcon, MPT, and Starcoder have demonstrated the potential of advanced architectures and operators. This has created a challenge in producing a solution that can efficiently optimize these models for inference, something that is highly desirable in ...