search
HomeTechnology peripheralsAIZhipu AI launches the third-generation large base model ChatGLM3 to adapt to more domestic chips

The news on October 27, 2023 is that Zhipu AI released a new self-developed third-generation large base model ChatGLM3 and related series of products at the China Computer Conference (CNCC). This release marks a major breakthrough for Zhipu AI after launching the 100 billion base conversation model ChatGLM and ChatGLM2

ChatGLM3 is developed using an original multi-stage enhanced pre-training method. This method can make training more complete. According to the evaluation results, in 44 Chinese and English public data set tests, ChatGLM3 ranked first among domestic models of the same size. Zhang Peng, CEO of Zhipu AI, released new products at the press conference and demonstrated the latest product features in real time

ChatGLM3 new technology upgrade with higher performance and lower cost

ChatGLM3 launched by Zhipu AI has become more powerful with richer training data and better training solutions. Compared with ChatGLM2, MMLU increased by 36%, CEval increased by 33%, GSM8K increased by 179%, and BBH increased by 126%

At the same time, ChatGLM3 aims at GPT-4V and has implemented iterative upgrades of several new functions, including CogVLM with multi-modal understanding capabilities - image recognition semantics, which has achieved SOTA on more than 10 international standard image and text evaluation data sets. ; Code enhancement module Code Interpreter generates code and executes it according to user needs, automatically completing complex tasks such as data analysis and file processing; Web search enhancement WebGLM-access search enhancement can automatically find relevant information on the Internet based on questions and provide answers when answering Refer to relevant literature or article links. The semantic and logical capabilities of ChatGLM3 have been greatly enhanced.

ChatGLM3 also integrates the self-developed AgentTuning technology, which activates the model agent capabilities, especially in terms of intelligent planning and execution, which is 1000% improved compared to ChatGLM2; it also enables domestic large models to natively support tool calling, code execution, Complex scenarios such as games, database operations, knowledge graph search and reasoning, and operating systems.

In addition, ChatGLM3 this time launches end test models ChatGLM3-1.5B and ChatGLM3-3B that can be deployed on mobile phones, supporting a variety of mobile phones and vehicle platforms including vivo, Xiaomi, and Samsung, and even supporting CPU chips on mobile platforms. Inference speed can reach 20 tokens/s. In terms of accuracy, the performance of the 1.5B and 3B models is close to that of the ChatGLM2-6B model on public benchmarks.

Based on the latest efficient dynamic reasoning and memory optimization technology, the current reasoning framework of ChatGLM3 is better than the current best open source implementation under the same hardware and model conditions, including vLLM launched by the University of Berkeley and the latest version of Hugging Face TGI , the inference speed is increased by 2-3 times, and the inference cost is doubled, only 0.5 points per thousand tokens, the lowest cost.

This content is for reference only and does not constitute any investment advice. Readers should use their own judgment when using this information and assume responsibility for their own decisions. This website is not responsible for any losses caused by the use of this content

This account does not make any statement or guarantee as to the availability, accuracy, timeliness, validity or completeness of any information published, and hereby disclaims any liability or consequences that may arise from the information. After rewriting: This account makes no representation or warranty as to the availability, accuracy, timeliness, validity or completeness of any information posted, and disclaims any liability or consequences in this statement

2. This account is non-commercial and non-profit. The reproduced content does not mean that you agree with its views and are responsible for its authenticity, nor is it intended to constitute any other guidance. This website is not responsible for any direct or indirect responsibility for any inaccuracies or errors in any information reproduced or published.

3. The information, materials, text, pictures, etc. used in this article come from the Internet, and all reproduced content has been marked with the source. If you find any work that infringes your intellectual property rights or personal legal rights, please contact us and we will modify or delete it in a timely manner

Zhipu AI launches the third-generation large base model ChatGLM3 to adapt to more domestic chips

The above is the detailed content of Zhipu AI launches the third-generation large base model ChatGLM3 to adapt to more domestic chips. For more information, please follow other related articles on the PHP Chinese website!

Statement
This article is reproduced at:搜狐. If there is any infringement, please contact admin@php.cn delete
What is Model Context Protocol (MCP)?What is Model Context Protocol (MCP)?Mar 03, 2025 pm 07:09 PM

The Model Context Protocol (MCP): A Universal Connector for AI and Data We're all familiar with AI's role in daily coding. Replit, GitHub Copilot, Black Box AI, and Cursor IDE are just a few examples of how AI streamlines our workflows. But imagine

Building a Local Vision Agent using OmniParser V2 and OmniToolBuilding a Local Vision Agent using OmniParser V2 and OmniToolMar 03, 2025 pm 07:08 PM

Microsoft's OmniParser V2 and OmniTool: Revolutionizing GUI Automation with AI Imagine AI that not only understands but also interacts with your Windows 11 interface like a seasoned professional. Microsoft's OmniParser V2 and OmniTool make this a re

I Tried Vibe Coding with Cursor AI and It's Amazing!I Tried Vibe Coding with Cursor AI and It's Amazing!Mar 20, 2025 pm 03:34 PM

Vibe coding is reshaping the world of software development by letting us create applications using natural language instead of endless lines of code. Inspired by visionaries like Andrej Karpathy, this innovative approach lets dev

Replit Agent: A Guide With Practical ExamplesReplit Agent: A Guide With Practical ExamplesMar 04, 2025 am 10:52 AM

Revolutionizing App Development: A Deep Dive into Replit Agent Tired of wrestling with complex development environments and obscure configuration files? Replit Agent aims to simplify the process of transforming ideas into functional apps. This AI-p

Runway Act-One Guide: I Filmed Myself to Test ItRunway Act-One Guide: I Filmed Myself to Test ItMar 03, 2025 am 09:42 AM

This blog post shares my experience testing Runway ML's new Act-One animation tool, covering both its web interface and Python API. While promising, my results were less impressive than expected. Want to explore Generative AI? Learn to use LLMs in P

Top 5 GenAI Launches of February 2025: GPT-4.5, Grok-3 & More!Top 5 GenAI Launches of February 2025: GPT-4.5, Grok-3 & More!Mar 22, 2025 am 10:58 AM

February 2025 has been yet another game-changing month for generative AI, bringing us some of the most anticipated model upgrades and groundbreaking new features. From xAI’s Grok 3 and Anthropic’s Claude 3.7 Sonnet, to OpenAI’s G

How to Use YOLO v12 for Object Detection?How to Use YOLO v12 for Object Detection?Mar 22, 2025 am 11:07 AM

YOLO (You Only Look Once) has been a leading real-time object detection framework, with each iteration improving upon the previous versions. The latest version YOLO v12 introduces advancements that significantly enhance accuracy

Elon Musk & Sam Altman Clash over $500 Billion Stargate ProjectElon Musk & Sam Altman Clash over $500 Billion Stargate ProjectMar 08, 2025 am 11:15 AM

The $500 billion Stargate AI project, backed by tech giants like OpenAI, SoftBank, Oracle, and Nvidia, and supported by the U.S. government, aims to solidify American AI leadership. This ambitious undertaking promises a future shaped by AI advanceme

See all articles

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

AI Hentai Generator

AI Hentai Generator

Generate AI Hentai for free.

Hot Article

R.E.P.O. Energy Crystals Explained and What They Do (Yellow Crystal)
2 weeks agoBy尊渡假赌尊渡假赌尊渡假赌
Repo: How To Revive Teammates
1 months agoBy尊渡假赌尊渡假赌尊渡假赌
Hello Kitty Island Adventure: How To Get Giant Seeds
4 weeks agoBy尊渡假赌尊渡假赌尊渡假赌

Hot Tools

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use

mPDF

mPDF

mPDF is a PHP library that can generate PDF files from UTF-8 encoded HTML. The original author, Ian Back, wrote mPDF to output PDF files "on the fly" from his website and handle different languages. It is slower than original scripts like HTML2FPDF and produces larger files when using Unicode fonts, but supports CSS styles etc. and has a lot of enhancements. Supports almost all languages, including RTL (Arabic and Hebrew) and CJK (Chinese, Japanese and Korean). Supports nested block-level elements (such as P, DIV),

SublimeText3 Linux new version

SublimeText3 Linux new version

SublimeText3 Linux latest version

MantisBT

MantisBT

Mantis is an easy-to-deploy web-based defect tracking tool designed to aid in product defect tracking. It requires PHP, MySQL and a web server. Check out our demo and hosting services.

SAP NetWeaver Server Adapter for Eclipse

SAP NetWeaver Server Adapter for Eclipse

Integrate Eclipse with SAP NetWeaver application server.