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Granite Code

by IBM

About the model:

Open foundation code model.

Model type:

Code

Model performance class:

Full

Link to the model:

https://huggingface.co/ibm-granite/granite-20b-code-instruct-r1.1

Base models:

Granite-20B-Code-Base-r1.1

End model:

Granite-20B-Code-Instruct-r1.1

End model license:

Apache-2.0

About the organisation:

Major technology company.

Link to the organisation:

https://www.ibm.com/

Model release date:

July 2024

Availability

Base Model Data

Base model data shared on HuggingFace.

https://huggingface.co/datasets/open-web-math/open-web-math https://huggingface.co/datasets/codeparrot/github-code-clean https://huggingface.co/datasets/bigcode/starcoderdata

End User Model Data

End model data shared on HuggingFace.

https://huggingface.co/datasets/bigcode/commitpackft https://huggingface.co/datasets/meta-math/MetaMathQA https://huggingface.co/datasets/TIGER-Lab/MathInstruct

Base Model Weights

Weights made available on HuggingFace.

https://huggingface.co/ibm-granite/granite-20b-code-base-r1.1

End User Model Weights

Weights made available on HuggingFace.

https://huggingface.co/ibm-granite/granite-20b-code-instruct-r1.1

Training Code

Repo exists, but does not contain training code.

https://github.com/ibm-granite/granite-code-models

Documentation

Code Documentation

No code, so no documentation.

https://github.com/ibm-granite/granite-code-models

Hardware Architecture

Hardware architecture outlined in model card.

https://github.com/ibm-granite/granite-code-models

Preprint

Preprint made available on arXiv.

https://arxiv.org/pdf/2405.04324

Paper

No peer-reviewed paper found.

Modelcard

Model card contains information about training and evaluation.

https://huggingface.co/ibm-granite/granite-20b-code-instruct-r1.1

Datasheet

Some data sources are well-documented, but not all.

https://huggingface.co/datasets/open-web-math/open-web-math https://huggingface.co/datasets/codeparrot/github-code-clean https://huggingface.co/datasets/bigcode/starcoderdata https://huggingface.co/datasets/bigcode/commitpackft https://huggingface.co/datasets/meta-math/MetaMathQA https://huggingface.co/datasets/TIGER-Lab/MathInstruct

Access

Licenses

Apache-2.0, an OSI-approved license.

https://huggingface.co/ibm-granite/granite-20b-code-instruct-r1.1

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