The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Benchmark Model Rank Results
language-modelling-on-the-pileGPT-3 Davinci 175B (pre-trained)#13Bits per byte: 0.7177
language-modelling-on-the-pileGPT-3 Curie 6.7B (pre-trained)#18Bits per byte: 0.7980
language-modelling-on-the-pileGPT-3 Babbage 1.3B (pre-trained)#22Bits per byte: 0.8718
language-modelling-on-the-pileGPT-3 Ada 350M (pre-trained)#23Bits per byte: 0.9631
language-modelling-on-the-pileGPT-2 XL 1.5B (pre-trained)#24Bits per byte: 1.0468
language-modelling-on-the-pileGPT-2 Large 774M (pre-trained)#25Bits per byte: 1.0828
language-modelling-on-the-pileGPT-2 Medium 355M (pre-trained)#26Bits per byte: 1.0928
language-modelling-on-the-pileGPT-2 Small 124M (pre-trained)#27Bits per byte: 1.2253