SCALING LANGUAGE MODELS: FROM MEGABYTES TO GIGABYTES

The development 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 substantial expansion has unlocked unprecedented abilities, enabling language models to pr