Performance

3 Posts

Where Is Meta’s Generative Play?: Why Meta still lacks a flagship generative AI service
Performance

Where Is Meta’s Generative Play?: Why Meta still lacks a flagship generative AI service

While Microsoft and Google scramble to supercharge their businesses with text generation, Meta has yet to launch a flagship generative AI service. Reporters went looking for reasons why.
Generated Data Fouls Human Datasets: Some crowdworkers are using ChatGPT to generate data.
Performance

Generated Data Fouls Human Datasets: Some crowdworkers are using ChatGPT to generate data.

The crowdworkers you hire to provide human data may use AI to produce it. Researchers at École Polytechnique Fédérale de Lausanne found that written material supplied by workers hired via Amazon Mechanical Turk showed signs of being generated by ChatGPT.
Animated graphs showing how an ensemble of fine-tuned models can provide better performance.
Performance

Ensemble Models Simplified: New Machine Learning Research Simplifies Ensembles

A CLIP model whose weights were the mean of an ensemble of fine-tuned models performed as well as the ensemble and better than its best-performing constituent.

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