Accessibility Statement Skip Navigation
  • Resources
  • Blog
  • Journalists
  • +44 (0)20 7454 5110
  • Client Login
  • Send a Release
Return to PR Newswire homepage
  • News
  • Products
  • Contact
When typing in this field, a list of search results will appear and be automatically updated as you type.

Searching for your content...

No results found. Please change your search terms and try again.
  • News in Focus
      • Browse News Releases

      • All Public Company News
      • All Multimedia News
      • View All News Releases

      • Regulatory News

      • D/A/CH Regulatory News
      • UK Regulatory News
      • View All Regulatory News

  • Business & Money
      • Auto & Transportation

      • Aerospace & Defense
      • Air Freight
      • Airlines & Aviation
      • Automotive
      • Maritime & Shipbuilding
      • Railroads & Intermodal Transportation
      • Supply Chain/Logistics
      • Transportation, Trucking & Railroad
      • Travel
      • Trucking & Road Transportation
      • View All Auto & Transportation

      • Business Technology

      • Blockchain
      • Broadcast Tech
      • Computer & Electronics
      • Computer Hardware
      • Computer Software
      • Data Analytics
      • Electronic Commerce
      • Electronic Components
      • Electronic Design Automation
      • Financial Technology
      • High Tech Security
      • Internet Technology
      • Nanotechnology
      • Networks
      • Peripherals
      • Semiconductors
      • View All Business Technology

      • Entertain­ment & Media

      • Advertising
      • Art
      • Books
      • Entertainment
      • Film & Motion Picture
      • Magazines
      • Music
      • Publishing & Information Services
      • Radio & Podcast
      • Television
      • View All Entertain­ment & Media

      • Financial Services & Investing

      • Accounting News & Issues
      • Acquisitions, Mergers & Takeovers
      • Banking & Financial Services
      • Bankruptcy
      • Bond & Stock Ratings
      • Conference Call Announcements
      • Contracts
      • Cryptocurrency
      • Dividends
      • Earnings
      • Earnings Forecasts & Projections
      • Financing Agreements
      • Insurance
      • Investments Opinions
      • Joint Ventures
      • Mutual Funds
      • Private Placement
      • Real Estate
      • Restructuring & Recapitalisation
      • Sales Reports
      • Shareholder Activism
      • Shareholder Meetings
      • Stock Offering
      • Stock Split
      • Venture Capital
      • View All Financial Services & Investing

      • General Business

      • Awards
      • Commercial Real Estate
      • Corporate Expansion
      • Earnings
      • Environmental, Social and Governance (ESG)
      • Human Resource & Workforce Management
      • Licensing
      • New Products & Services
      • Obituaries
      • Outsourcing Businesses
      • Overseas Real Estate (non-US)
      • Personnel Announcements
      • Real Estate Transactions
      • Residential Real Estate
      • Small Business Services
      • Socially Responsible Investing
      • Surveys, Polls & Research
      • Trade Show News
      • View All General Business

  • Science & Tech
      • Consumer Technology

      • Artificial Intelligence
      • Blockchain
      • Cloud Computing/Internet of Things
      • Computer Electronics
      • Computer Hardware
      • Computer Software
      • Consumer Electronics
      • Cryptocurrency
      • Data Analytics
      • Electronic Commerce
      • Electronic Gaming
      • Financial Technology
      • Mobile Entertainment
      • Multimedia & Internet
      • Peripherals
      • Social Media
      • STEM (Science, Tech, Engineering, Math)
      • Supply Chain/Logistics
      • Wireless Communications
      • View All Consumer Technology

      • Energy & Natural Resources

      • Alternative Energies
      • Chemical
      • Electrical Utilities
      • Gas
      • General Manufacturing
      • Mining
      • Mining & Metals
      • Oil & Energy
      • Oil & Gas Discoveries
      • Utilities
      • Water Utilities
      • View All Energy & Natural Resources

      • Environ­ment

      • Conservation & Recycling
      • Environmental Issues
      • Environmental Policy
      • Environmental Products & Services
      • Green Technology
      • Natural Disasters
      • View All Environ­ment

      • Heavy Industry & Manufacturing

      • Aerospace & Defence
      • Agriculture
      • Chemical
      • Construction & Building
      • General Manufacturing
      • HVAC (Heating, Ventilation & Air-Conditioning)
      • Machinery
      • Machine Tools, Metalworking & Metallurgy
      • Mining
      • Mining & Metals
      • Paper, Forest Products & Containers
      • Precious Metals
      • Textiles
      • Tobacco
      • View All Heavy Industry & Manufacturing

      • Telecomm­unications

      • Carriers & Services
      • Mobile Entertainment
      • Networks
      • Peripherals
      • Telecommunications Equipment
      • Telecommunications Industry
      • VoIP (Voice over Internet Protocol)
      • Wireless Communications
      • View All Telecomm­unications

  • Lifestyle & Health
      • Consumer Products & Retail

      • Animals & Pets
      • Beers, Wines & Spirits
      • Beverages
      • Bridal Services
      • Cannabis
      • Cosmetics & Personal Care
      • Fashion
      • Food & Beverages
      • Furniture & Furnishings
      • Home Improvement
      • Household, Consumer & Cosmetics
      • Household Products
      • Jewellery
      • Non-Alcoholic Beverages
      • Office Products
      • Organic Food
      • Product Recalls
      • Restaurants
      • Retail
      • Supermarkets
      • Toys
      • View All Consumer Products & Retail

      • Entertain­ment & Media

      • Advertising
      • Art
      • Books
      • Entertainment
      • Film & Motion Picture
      • Magazines
      • Music
      • Publishing & Information Services
      • Radio & Podcast
      • Television
      • View All Entertain­ment & Media

      • Health

      • Biometrics
      • Biotechnology
      • Clinical Trials & Medical Discoveries
      • Dentistry
      • FDA Approval
      • Fitness/Wellness
      • Health Care & Hospitals
      • Health Insurance
      • Infection Control
      • International Medical Approval
      • Medical Equipment
      • Medical Pharmaceuticals
      • Mental Health
      • Pharmaceuticals
      • Supplementary Medicine
      • View All Health

      • Sports

      • General Sports
      • Outdoors, Camping & Hiking
      • Sporting Events
      • Sports Equipment & Accessories
      • View All Sports

      • Travel

      • Amusement Parks & Tourist Attractions
      • Gambling & Casinos
      • Hotels & Resorts
      • Leisure & Tourism
      • Outdoors, Camping & Hiking
      • Passenger Aviation
      • Travel Industry
      • View All Travel

  • Policy & Public Interest
      • Policy & Public Interest

      • Animal Welfare
      • Corporate Social Responsibility
      • Economic News, Trends & Analysis
      • Education
      • Environmental
      • European Government
      • Labour & Union
      • Natural Disasters
      • Not For Profit
      • Public Safety
      • View All Policy & Public Interest

  • People & Culture
      • People & Culture

      • Aboriginal, First Nations & Native American
      • African American
      • Asian American
      • Children
      • Diversity, Equity & Inclusion
      • Hispanic
      • Lesbian, Gay & Bisexual
      • Men's Interest
      • People with Disabilities
      • Religion
      • Senior Citizens
      • Veterans
      • Women
      • View All People & Culture

  • Overview
  • Distribution
  • Paid Placement
  • Multimedia
  • Disclosure Services
  • SocialBoost
  • Rooms
    • MediaRoom
    • ESG Rooms
  • AI Tools
  • General Enquiries
  • Media Enquiries
  • Partnerships
  • Hamburger menu
  • Cision PR Newswire UK provides press release distribution, targeting, monitoring, and marketing services
  • Send a Release
    • Phone

    • +44 (0)20 7454 5110 from 8 AM - 5:30 PM GMT

    • ALL CONTACT INFO
    • Contact Us

      +44 (0)20 7454 5110
      from 8 AM - 5:30 PM GMT

  • Client Login
  • Send a Release
  • Resources
  • Blog
  • Journalists
  • News in Focus
    • Browse News Releases
    • Regulatory News
  • Business & Money
    • Auto & Transportation
    • Business Technology
    • Entertain­ment & Media
    • Financial Services & Investing
    • General Business
  • Science & Tech
    • Consumer Technology
    • Energy & Natural Resources
    • Environ­ment
    • Heavy Industry & Manufacturing
    • Telecomm­unications
  • Lifestyle & Health
    • Consumer Products & Retail
    • Entertain­ment & Media
    • Health
    • Sports
    • Travel
  • Policy & Public Interest
    • Policy & Public Interest
  • People & Culture
    • People & Culture
  • Client Login
  • Send a Release
  • Resources
  • Blog
  • Journalists
  • Overview
  • Distribution
  • Paid Placement
  • Multimedia
  • Disclosure Services
  • Cision Communications Cloud®
  • AI Tools
  • Client Login
  • Send a Release
  • Resources
  • Blog
  • Journalists
  • General Enquiries
  • Media Enquiries
  • Partnerships
  • Client Login
  • Send a Release
  • Resources
  • Blog
  • Journalists

IBM Expands Granite Model Family with New Multi-Modal and Reasoning AI Built for the Enterprise

This image opens in the lightbox

News provided by

IBM

26 Feb, 2025, 14:00 GMT

Share this article

Share toX

Share this article

Share toX

  • Granite 3.2 – small AI models offering reasoning, vision, and guardrail capabilities with a developer friendly license
  • Updated Granite time series models that offer long-range forecasting with less than 10M parameters

ARMONK, N.Y., Feb. 26, 2025 /PRNewswire/ -- IBM (NYSE: IBM) today debuted the next generation of its Granite large language model (LLM) family, Granite 3.2, in a continued effort to deliver small, efficient, practical enterprise AI for real-world impact.

All Granite 3.2 models are available under the permissive Apache 2.0 license on Hugging Face. Select models are available today on IBM watsonx.ai, Ollama, Replicate, and LM Studio, and expected soon in RHEL AI 1.5 – bringing advanced capabilities to businesses and the open-source community. Highlights include:

Continue Reading
This image opens in the lightbox
IBM_Granite

  • A new vision language model (VLM) for document understanding tasks which demonstrates performance that matches or exceeds that of significantly larger models – Llama 3.2 11B and Pixtral 12B – on the essential enterprise benchmarks DocVQA, ChartQA, AI2D and OCRBench1. In addition to robust training data, IBM used its own open-source Docling toolkit to process 85 million PDFs and generated 26 million synthetic question-answer pairs to enhance the VLM's ability to handle complex document-heavy workflows.
  • Chain of thought capabilities for enhanced reasoning in the 3.2 2B and 8B models, with the ability to switch reasoning on or off to help optimize efficiency. With this capability, the 8B model achieves double-digit improvements from its predecessor in instruction-following benchmarks like ArenaHard and Alpaca Eval without degradation of safety or performance elsewhere2. Furthermore, with the use of novel inference scaling methods, the Granite 3.2 8B model can be calibrated to rival the performance of much larger models like Claude 3.5 Sonnet or GPT-4o on math reasoning benchmarks such as AIME2024 and MATH500.3
  • Slimmed-down size options for Granite Guardian safety models that maintain performance of previous Granite 3.1 Guardian models at 30% reduction in size. The 3.2 models also introduce a new feature called verbalized confidence, which offers more nuanced risk assessment that acknowledges ambiguity in safety monitoring.

IBM's strategy to deliver smaller, specialized AI models for enterprises continues to demonstrate efficacy in testing, with the Granite 3.1 8B model recently yielding high marks on accuracy in the Salesforce LLM Benchmark for CRM.

The Granite model family is supported by a robust ecosystem of partners, including leading software companies embedding the LLMs into their technologies.

"At CrushBank, we've seen first-hand how IBM's open, efficient AI models deliver real value for enterprise AI – offering the right balance of performance, cost-effectiveness, and scalability," said David Tan, CTO, CrushBank. "Granite 3.2 takes it further with new reasoning capabilities, and we're excited to explore them in building new agentic solutions."

Granite 3.2 is an important step in the evolution of IBM's portfolio and strategy to deliver small, practical AI for enterprises. While chain of thought approaches for reasoning are powerful, they require substantial compute power that is not necessary for every task. That is why IBM has introduced the ability to turn chain of thought on or off programmatically. For simpler tasks, the model can operate without reasoning to reduce unnecessary compute overhead. Additionally, other reasoning techniques like inference scaling have shown that the Granite 3.2 8B model can match or exceed the performance of much larger models on standard math reasoning benchmarks. Evolving methods like inference scaling remains a key area of focus for IBM's research teams.4

Alongside Granite 3.2 instruct, vision, and guardrail models, IBM is releasing the next generation of its TinyTimeMixers (TTM) models (sub 10M parameters), with capabilities for longer-term forecasting up to two years into the future. These make for powerful tools in long-term trend analysis, including finance and economics trends, supply chain demand forecasting and seasonal inventory planning in retail.

"The next era of AI is about efficiency, integration, and real-world impact – where enterprises can achieve powerful outcomes without excessive spend on compute," said Sriram Raghavan, VP, IBM AI Research. "IBM's latest Granite developments focus on open solutions demonstrate another step forward in making AI more accessible, cost-effective, and valuable for modern enterprises."

To learn more about Granite 3.2, read this technical article.

About IBM
IBM is a leading provider of global hybrid cloud and AI, and consulting expertise. We help clients in more than 175 countries capitalize on insights from their data, streamline business processes, reduce costs, and gain a competitive edge in their industries. Thousands of governments and corporate entities in critical infrastructure areas such as financial services, telecommunications and healthcare rely on IBM's hybrid cloud platform and Red Hat OpenShift to affect their digital transformations quickly, efficiently, and securely. IBM's breakthrough innovations in AI, quantum computing, industry-specific cloud solutions and consulting deliver open and flexible options to our clients. All of this is backed by IBM's long-standing commitment to trust, transparency, responsibility, inclusivity, and service. Visit www.ibm.com for more information.

Media contact:
Amy Angelini
IBM AI Communications
alangeli@us.ibm.com  

1

Vision model benchmark results are available in IBM's technical article, IBM Granite 3.2: Reasoning, Vision, Forecasting, and More, published February 26,  2025.

2

Instruct model  benchmark results are available in IBM's technical article, IBM Granite 3.2: Reasoning, Vision, Forecasting, and More, published February 26,  2025.

3

Inference scaling benchmark results are available in IBM's technical research blog, Reasoning in Granite 3.2 Using Inference Scaling, published February 26, 2025.

4

Reasoning in Granite 3.2 Using Inference Scaling, IBM, published February 26, 2025.

Photo - https://mma.prnewswire.com/media/2628077/IBM_Granite.jpg
Logo - https://mma.prnewswire.com/media/2319830/IBM_LOGO_1.jpg 

Modal title

Also from this source

IBM Study: Profit-Driven CMOs See AI as Growth Driver, but Operational Hurdles Slow Them Down

IBM Study: Profit-Driven CMOs See AI as Growth Driver, but Operational Hurdles Slow Them Down

A new global study by the IBM (NYSE: IBM) Institute for Business Value reveals that surveyed CMOs widely acknowledge the strategic importance of AI,...

The All England Lawn Tennis Club and IBM Launch New AI Features for Real-Time Wimbledon Fan Engagement

The All England Lawn Tennis Club and IBM Launch New AI Features for Real-Time Wimbledon Fan Engagement

The All England Lawn Tennis Club and IBM (NYSE: IBM) today announced new and enhanced AI-powered digital experiences coming to The Championships,...

More Releases From This Source

Explore

Computer & Electronics

Computer & Electronics

Computer Software

Computer Software

Computer Software

Computer Software

Peripherals

Peripherals

News Releases in Similar Topics

Contact PR Newswire

  • +44 (0)20 7454 5110
    from 8 AM - 5:30 PM GMT
  • General Enquiries
  • Media Enquiries
  • Partnerships

Products

  • Content Distribution
  • Multimedia Services
  • Disclosure Services
  • Cision Communications Cloud®

About

  • About PR Newswire
  • About Cision
  • Partnering Opportunities
  • Careers
  • APAC
  • APAC - Simplified Chinese
  • APAC - Traditional Chinese
  • Brazil
  • Canada
  • Czech
  • Denmark
  • Finland
  • France
  • Germany
  • India
  • Indonesia
  • Israel
  • Japan
  • Korea
  • Mexico
  • Middle East
  • Middle East - Arabic
  • Netherlands
  • Norway
  • Poland
  • Portugal
  • Russia
  • Slovakia
  • Spain
  • Sweden
  • United States
  • Vietnam

My Services

  • All News Releases
  • Customer Portal
  • Resources
  • Blog
  • Journalists
  • Data Privacy

Do not sell or share my personal information:

  • Submit via Privacy@cision.com 
  • Call Privacy toll-free: 877-297-8921

Contact PR Newswire

Products

About

My Services
  • All News Releases
  • Customer Portal
  • Resources
  • Blog
  • Journalists
+44 (0)20 7454 5110
from 8 AM - 5:30 PM GMT
  • Terms of Use
  • Privacy Policy
  • Information Security Policy
  • Site Map
  • RSS
  • Cookie Settings
Copyright © 2025 PR Newswire Europe Limited. All Rights Reserved. A Cision company.