SCALING LANGUAGE MODELS: FROM MEGABYTES TO GIGABYTES

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