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title: README | |
emoji: π₯ | |
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colorTo: purple | |
sdk: static | |
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## β AI Energy Star Rating Project β | |
### π§βπ€βπ§ People involved π§βπ€βπ§: | |
@sasha, @yjernite, @IlyasMoutawwakil, @regisss, @sarahooker, Carole-Jean Wu,.... | |
### π Website: [Coming Soon!]() | |
### π Project Mission π : | |
To develop an Energy Star rating system for AI model deployment that will guide members of the community in choosing models for different tasks based on energy efficiency. | |
#### β Timeline (2024) β: | |
**mid-end Feb**: project scoping and definition | |
**early-mid March**: defining testing datasets and experimental protocol | |
**mid-late March**: experimentation on HF cluster | |
**April**: report writing + launch! | |
### π Tasks π: | |
**Language**: | |
- Text Generation: Single-turn (βstandardβ) | |
- Summarization | |
- Question answering: extractive (i.e. information extraction) | |
- Text Classification: Single input (e.g. sentiment analysis) | |
**Vision**: | |
- Image classification | |
- Object detection | |
**Speech**: | |
- Speech-to-text | |
**Commerce**: | |
- Recommendation | |
**Generative**: | |
- Text to Image | |
- Image to text: i.e. image captioning | |