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IBM Granite

From Alfawiki
IBM Granite
Company typeProduct line
IndustryArtificial intelligence, Software
Founded2023-09-07
ProductsDecoder-only AI foundation models
OwnerIBM
Websitegithub.com/IBM/Granite

IBM Granite represents a collection of decoder-only AI foundation models created by IBM.[1] The series was introduced on September 7, 2023,[2] accompanied by a foundational paper published shortly thereafter.[3] These models were primarily developed to support IBM’s cloud-based data and generative AI platform, Watsonx, alongside other AI solutions.[4] Additionally, IBM has made portions of the Granite code models available as open source.[5][6] The training data for these models comprises a diverse mix of internet sources, scholarly publications, software repositories, as well as legal and financial texts.[7][8]

Foundation models

A foundation model refers to an AI system trained on extensive and diverse datasets at scale, designed to be versatile across multiple downstream applications.

The first releases in the Granite lineup featured Granite.13b.instruct and Granite.13b.chat, each containing 13 billion parameters—relatively modest compared to many of today’s large-scale models. Later Granite versions span parameter counts from 3 billion up to 34 billion.

On May 6, 2024, IBM released four variations of the Granite Code Model under the Apache 2 license, making them publicly accessible via Hugging Face. According to IBM, the Granite 8b model surpasses Llama 3 in several programming-related benchmarks within a comparable parameter size, underscoring its strength in enterprise AI use cases.

See also

External links

  1. ↑ Lua error in Module:Citation/CS1/Configuration at line 2123: attempt to index field '?' (a nil value).
  2. ↑ Lua error in Module:Citation/CS1/Configuration at line 2123: attempt to index field '?' (a nil value).
  3. ↑ Lua error in Module:Citation/CS1/Configuration at line 2123: attempt to index field '?' (a nil value).
  4. ↑ Lua error in Module:Citation/CS1/Configuration at line 2123: attempt to index field '?' (a nil value).
  5. ↑ Lua error in Module:Citation/CS1/Configuration at line 2123: attempt to index field '?' (a nil value).
  6. ↑ Lua error in Module:Citation/CS1/Configuration at line 2123: attempt to index field '?' (a nil value).
  7. ↑ Lua error in Module:Citation/CS1/Configuration at line 2123: attempt to index field '?' (a nil value).
  8. ↑ Lua error in Module:Citation/CS1/Configuration at line 2123: attempt to index field '?' (a nil value).
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