SCALING LANGUAGE MODELS: FROM MEGABYTES TO GIGABYTES

The development of language models has been a fascinating journey, marked by exponential growth 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 scaling has unlocked unprecedented performances, enabling language models to create