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CodeUp

by John

Multilingual code generation model.
Code
Full
https://huggingface.co/juyongjiang/CodeUp-Llama-3-8B
Meta-Llama-3-8B
CodeUp-Llama-3-8B
Stable-Diffusion-OpenRail++-M License and Apache-2.0 and CC-BY-NC-4.0
PhD student at HKUST.
https://github.com/juyongjiang
December 2024
Availability
Base Model Data
Data nowhere disclosed or documented, and described only in the vaguest terms in a release blog post
End User Model Data
Datasets used for tuning published on HuggingFace.
https://huggingface.co/datasets/WizardLMTeam/WizardLM_evol_instruct_V2_196khttps://huggingface.co/datasets/meta-math/MetaMathQAhttps://huggingface.co/datasets/theblackcat102/evol-codealpaca-v1
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 available on HuggingFace.
https://huggingface.co/juyongjiang/CodeUp-Llama-3-8B
Training Code
Base model repository only offers minimal code. End model repo contains some code.
https://github.com/meta-llama/llama3https://github.com/juyongjiang/CodeUp
Documentation
Code Documentation
End model repo documented.
https://github.com/juyongjiang/CodeUp/blob/master/README.md
Hardware Architecture
Architecture sketched in glossy blog post.
https://ai.meta.com/research/publications/llama-2-open-foundation-and-fine-tuned-chat-models/
Preprint
Preprint exists for a very tangentially related document.
https://arxiv.org/pdf/2406.00515
Paper
No peer-reviewed paper found.
Modelcard
Model card provides some information about training and inference, however mostly contains usage instructions.
https://huggingface.co/meta-llama/CodeLlama-70b-Instruct-hf
Datasheet
Datasheets found with various levels of detail.
https://huggingface.co/datasets/WizardLMTeam/WizardLM_evol_instruct_V2_196khttps://huggingface.co/datasets/meta-math/MetaMathQAhttps://huggingface.co/datasets/theblackcat102/evol-codealpaca-v1
Access
Licenses
Stable-Diffusion-OpenRail++-M License and Apache-2.0 and CC-BY-NC-4.0. Not all OSI-approved licenses.
https://huggingface.co/juyongjiang/CodeUp-Llama-3-8B
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