Scaling Language Models: From Megabytes to Gigabytes

The progression of language models has been a fascinating journey, marked by exponential expansion in scale. Initially confined to compact models measured in megabytes, we've now witnessed a dramatic transition towards gigabytes and even terabytes of weights. This dramatic expansion has unlocked unprecedented capabilities, enabling language models

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