Large Language Model Performance And Compute, Epoch (2023)

CREATE TABLE owid_epoch_llms_1 (
  "architecture" VARCHAR,
  "year" INTEGER,
  "model_size_parameters" BIGINT,
  "dataset_size_tokens" BIGINT,
  "mmlu_avg" FLOAT,
  "organisation" VARCHAR,
  "training_computation_petaflop" FLOAT
);

CREATE TABLE owid_epoch_llms_2 (
  "architecture" VARCHAR,
  "year" INTEGER,
  "model_size_parameters" BIGINT,
  "dataset_size_tokens" BIGINT,
  "mmlu_avg" FLOAT,
  "organisation" VARCHAR,
  "training_computation_petaflop" BIGINT
);