SCALING LANGUAGE MODELS: FROM MEGABYTES TO GIGABYTES

The evolution 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 shift towards gigabytes and even terabytes of weights. This dramatic augmentation has unlocked unprecedented capabilities, enabling language models to c