Google CALM

: A New language Model . Confident Adaptive Modeling (CALM) can improve language speed up to 3 times. Google's solution for speeding up the language models is called Confident Adaptive Language Modeling (CALM). Large Language Models (LLMs) train on large amounts of data. Training the language models on larger amounts of data results in the model learning new abilities that aren't always planned for. It allows new system  for various natural language processing tasks (“text summarization, machine translation & question answering”) and discovered that they were able to speed up the inference by a factor (300%).

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