⭐ AI Energy Star Rating Project ⭐

🧑‍🤝‍🧑 People involved 🧑‍🤝‍🧑:

@sasha, @yjernite, @IlyasMoutawwakil, @regisss, @sarahooker, Carole-Jean Wu,....

🌐 Website: Coming Soon!

🌎 Project Mission 🌎 :

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.

⌛ Timeline (2024) ⌛:

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!

📝 Tasks 📝:

Language:

• Text Generation: Single-turn (“standard”)
• 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