Peter Albert

Peter Albert has 2 papers in our library, in 2023; often with Amjad Almahairi, Andrew Poulton, Diana Liskovich.

2 papers in our library · 2023

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Llama 2: Open Foundation and Fine-Tuned Chat Models (2023 · 9,669 citations)
The paper addresses the gap between open and closed large language models. Open LLMs such as BLOOM, LLaMa-1 or Falcon are already close to GPT-3 and Chinchilla in their base capabilities. However, they cannot replace ready-made chat products like ChatGPT, BARD or Claude, because those are carefully tuned to human…
A Theory on Adam Instability in Large-Scale Machine Learning (2023 · 15 citations)
Very large language models sometimes show sudden loss spikes during training, and the cause has not been explained.

12 of 15 co-authors with a page, the most papers together first.

Papers of our library cite their works 7,087 times (of the 149,439 papers whose bibliographies we read); 1,512 citing papers with a page here →.

Updated 3 November 2026