Granite
The future of AI is open source. At IBM, we are building state-of-the-art generative models for language, code, time-series, materials discovery, and more and making them available to the community.
Our work
IBM Granite has new experimental features for developers to test
NewsKim MartineauFrom surf to satellites: Campbell Watson is bringing AI to Earth science
Deep DivePeter HessIBM Granite led open-source LLMs on API calling
NewsKim MartineauWhat’s an LLM context window and why is it getting larger?
NewsKim MartineauIBM’s text-to-SQL generator takes top place on a benchmark for handling complex database queries
NewsKim MartineauServing AI models faster with speculative decoding
NewsKim Martineau- See more of our work on Granite
Publications
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
- Vijay E
- Arindam Jati
- et al.
- 2024
- NeurIPS 2024
Global Area Sampling for Geospatial Foundation Model
- 2024
- AGU 2024
Predicting NDVI from SAR images toward Above Ground Biomass Estimation
- Daiki Kimura
- Tatsuya Ishikawa
- et al.
- 2024
- AGU 2024
Foundation Models and Multi-Agent Systems for Polymer and Catalyst Design
- Nathaniel Park
- Tiffany Callahan
- et al.
- 2024
- MRS Fall Meeting 2024
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
- Ibrahim Abdelaziz
- Kinjal Basu
- et al.
- 2024
- EMNLP 2024
Scaling Granite Code Models to 128K Context
- Matthew Stallone
- Vaibhav Saxena
- et al.
- 2024
- arXiv
Tools + code
Download Granite on Hugging Face
Explore our family of language, code, time series, and geospatial models.
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Chat with a Granite model and learn how it can be used across a variety of applications.
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Learn how to access, run, and start using the Granite family of AI models.
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