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WaveCoder
by Microsoft
About the model:
Not absolutely clear that base rather than instruct-tuned model was used, but can be assumed.
Model type:
Code
Model performance class:
Full
Link to the model:
https://huggingface.co/microsoft/wavecoder-ultra-6.7b
Base models:
Deepseek-Coder-6.7B-Base
End model:
WaveCoder-Ultra-6.7B
End model license:
MIT License
About the organisation:
Major technology company.
Link to the organisation:
https://huggingface.co/microsoft
Model release date:
July 2024
Availability
Base Model Data
Data sources of base model described only at the highest level.
https://arxiv.org/pdf/2401.14196
End User Model Data
End model makes heavy use of synthetic data which does not seem to have been published. Some non-synthetic data was used which is not described in detail.
https://arxiv.org/pdf/2312.14187
Base Model Weights
Weights made available on HuggingFace.
https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-base
End User Model Weights
Weights made available on HuggingFace.
https://huggingface.co/microsoft/wavecoder-ultra-6.7b
Training Code
Training script and data processing architecture made available on GitHub. Fine-tuning script not made available.
https://github.com/microsoft/WaveCoder
Documentation
Code Documentation
Codebase is well-documented.
https://github.com/microsoft/WaveCoder
Hardware Architecture
Hardware architecture described in paper.
https://arxiv.org/pdf/2312.14187
Preprint
Preprint made available on arXiv.
https://arxiv.org/pdf/2312.14187
Paper
Paper published in ACL.
https://aclanthology.org/2024.acl-long.280/
Modelcard
Model card primarily contains information regarding inference and licensing.
https://huggingface.co/microsoft/wavecoder-ultra-6.7b
Datasheet
No datasheet found.
Access
Licenses
Code licensed under MIT license, and OSI-approved license. (Base?) model licensed under DeepSeek's license.
https://huggingface.co/microsoft/wavecoder-ultra-6.7b#%F0%9F%93%96-license
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