Jul 13 (edited) in General discussion
Weekly News & Tools July 13th
Top News
1. Meta's Multi-Token Prediction Models
- Meta's new models predict multiple future words simultaneously, improving training efficiency and performance.
- Read more about Meta's models: https://huggingface.co/facebook/multi-token-prediction
Trending News
2. Microsoft's MInference
- Processes 1 million contexts 10 times faster on a single A100 GPU.
- MInference details: https://github.com/microsoft/MInference
3. Stability AI's Free License
- Stability AI licenses are now free for most users, including small businesses.
- Stability AI License: https://link.alphasignal.ai/def
4. Salesforce's Function Calling Model
- Outperforms GPT-3.5 and Claude in function calling capabilities.
- Salesforce Model: https://apigen-pipeline.github.io/
Top Papers
5. Scaling Synthetic Data Creation
- Persona-driven method achieves 79.4% accuracy on synthetic tests with 1 billion personas.
- Read the paper: https://arxiv.org/abs/2406.20094
6. RouteLLM
- Reduces costs by 85% while maintaining 95% of GPT-4's performance.
- Read the paper: https://arxiv.org/abs/2406.18665
7. AI Agents Cost Optimization
- Proposes joint optimization of accuracy and cost, reducing costs by 53% on HotPotQA.
- Read the paper: https://arxiv.org/abs/2407.01502
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Weekly News & Tools July 13th
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