OpenCodeInterpreter

by Multimodal Art Projection

About the model:

Coder model integrating execution and iterative refinement functionalities.

Model type:

Code

Model performance class:

Full

Link to the model:

https://huggingface.co/m-a-p/OpenCodeInterpreter-CL-70B

Base models:

Llama-2-70B

End model:

OpenCodeInterpreter-CL-70B

End model license:

Apache-2.0

About the organisation:

Open-source AI research community.

Link to the organisation:

https://m-a-p.ai/

Model release date:

February 2024

Availability

Base Model Data

Data nowhere disclosed or documented, and described only in the vaguest terms in a corporate preprint released by Meta

https://ai.meta.com/research/publications/llama-2-open-foundation-and-fine-tuned-chat-models/

End User Model Data

Dataset for end model published on HuggingFace. Proprietary dataset used in intermediate CodeLlama model.

https://huggingface.co/datasets/m-a-p/Code-Feedback

Base Model Weights

Download only after requesting access; requires signing a consent form

https://ai.meta.com/resources/models-and-libraries/llama-downloads/

End User Model Weights

Model weights published on HuggingFace.

https://huggingface.co/datasets/m-a-p/Code-Feedback

Training Code

Repo exists, but does not contain training code.

https://github.com/OpenCodeInterpreter/OpenCodeInterpreter/

Documentation

Code Documentation

No code, so no documentation.

Hardware Architecture

No hardware architecture description provided.

Preprint

Preprint made available through arXiv.

https://arxiv.org/pdf/2402.14658

Paper

Paper published in ACL.

https://aclanthology.org/2024.findings-acl.762/

Modelcard

Model card provides minimal information, only describing benchmarking and usage.s

https://huggingface.co/m-a-p/OpenCodeInterpreter-CL-70B

Datasheet

Datasheet for base model unavailable. Datasheet for end model contains limited information.

https://huggingface.co/datasets/m-a-p/Code-Feedback

Access

Licenses

Apache-2.0, an OSI-approved license.

https://huggingface.co/m-a-p/OpenCodeInterpreter-CL-70B

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