In this technical report, we release the Chinese Pretrained Language Model (CPM) with generative pre-training on large-scale Chinese training data. To the best of our knowledge, CPM, with 2.6 billion parameters and 100GB Chinese training data, is the largest Chinese pretrained language model, ...
2022-01Megatron-Turing NLGMicrosoft&NVIDIAUsing Deep and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model 2022-03InstructGPTOpenAITraining language models to follow instructions with human feedback 2022-04PaLMGooglePaLM: Scaling Language Modeling with Pathways ...
M3IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning arXiv 2023-06-07 - - Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding arXiv 2023-06-05 Github Demo LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in...
Information Extraction (IE) aims to extract structural knowledge from plain natural language texts. Recently, generative Large Language Models (LLMs) have
we release the Chinese Pre-trained Language Model (CPM) with generative pre-training on large-scale Chinese training data. To the best of our knowledge, CPM, with 2.6 billion parameters and 100GB Chinese training data, is the largest Chinese pre-trained language model, which could facilitate se...
A Very Gentle Introduction to Large Language Models without the Hype 对大型语言模型的非常温和的介绍,没有炒作Author: Mark Riedl Introduction 1. 引言This article is designed to give people with no c…
Given the scale of costs, a more practical and feasible way to encourage developers and investors to build India's models would be to offer incentives that can defray the large on-going expenditure. In further support of the national AI ecosystem and empowering Generative AI ambit...
1 理解大型语言模型(Understanding Large Language Models) 本章涵盖 对大型语言模型 (LLM) 背后的基本概念的高级解释 深入了解 Transformer 架构,从中衍生出类似 ChatGPT 的 LLM 从头开始建立LLM的计划 像ChatGPT 这样的大型语言模型 (LLM) 是过去几年开发的深度神经网络模型。他们开创了自然语言处理(NLP)的新时代。
Prominent examples of large language models include GPT-3.5, which powers OpenAI’s ChatGPT and Claude 2.1, which powers Anthropic’s Claude. What is the difference between a GPT and an LLM? A GPT, or a generative pre-trained transformer, is a type of language learning model (LLM). Becaus...
The future of large language models While it may not have the same ring as LLMs, we expect “reasonably-sized” language models will overtake the current model in the years to come. Using generative AI, these language models can run on tens of billions of parameters instead of hundreds of...