Glossary · Term

GPT-2

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Definition

Plain language

An early, much smaller language model from OpenAI, now mostly used as a historical comparison point.

As stated in the literature

OpenAI's 2019 transformer language model, with variants up to 1.5B parameters; used as a low baseline in architecture comparisons, where beating it is necessary but unimpressive for a modern model.

Also called: GPT-two

Why it matters: It serves as a low historical baseline, useful for sanity checks even though surpassing it no longer signals real strength.

For example, researchers sometimes compare a new model against GPT-2 to confirm it clears a basic bar, since simply beating it is expected nowadays.

Heard on the show

“Two sizes of GPT-2, three random seeds, three different off-the-shelf instruct models.”
Episode 153 — Catching a Lie From the Inside, When the Words Look Completely Honest

Mentioned in 3 episodes

  1. 153
    Catching a Lie From the Inside, When the Words Look Completely Honest
  2. 127
    What Diffusion Language Models Were Missing: A Map, Not an Algorithm
  3. 033
    Echo: The Paper Arguing You Never Needed a KV Cache for Retrieval

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