SCALING LANGUAGE MODELS: FROM MEGABYTES TO GIGABYTES

The evolution of language models has been a fascinating journey, marked by exponential increase in scale. Initially confined to limited models measured in megabytes, we've now witnessed a dramatic transition towards gigabytes and even terabytes of weights. This dramatic scaling has unlocked unprecedented abilities, enabling language models to produ