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README.md
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---
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## β AI Energy Star Rating Project β
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### π§βπ€βπ§ People involved π§βπ€βπ§:
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@sasha, @yjernite, @IlyasMoutawwakil, @regisss, @sarahooker, Carole-Jean Wu,....
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### π Website: [Coming Soon!]()
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### π Project Mission π :
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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.
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#### β Timeline (2024) β:
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**mid-end Feb**: project scoping and definition
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**early-mid March**: defining testing datasets and experimental protocol
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**mid-late March**: experimentation on HF cluster
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**April**: report writing + launch!
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### π Tasks π:
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**Language**:
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- Text Generation: Single-turn (βstandardβ)
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- Summarization
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- Question answering: extractive (i.e. information extraction)
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- Text Classification: Single input (e.g. sentiment analysis)
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**Vision**:
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- Image classification
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- Object detection
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**Speech*:
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- Speech-to-text
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**Commerce**:
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- Recommendation
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**Generative**:
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- Text to Image
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- Image to text: i.e. image captioning
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