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- Pythia is a suite of decoder-only autoregressive language models ranging from 70 million to 12 billion parameters. It is designed to facilitate scientific research on large language models (LLMs) and satisfies three key properties: models span several orders of magnitude of model scale, are trained on identical data in the same sequence, and follow best practices for large-scale language modeling123.Learn more:✕This summary was generated using AI based on multiple online sources. To view the original source information, use the "Learn more" links.Pythia is a suite of LLMs designed to study LLM behaviors during training and scaling, featuring models with 70 million to 12 billion parameters. All models within Pythia have been trained on identical data in the same sequence, with access to 154 checkpoints for each of the 16 models.www.emergentmind.com/papers/2304.01373In this paper we introduce Pythia, a suite of decoder-only autoregressive language models ranging from 70M to 12B parameters designed specifically to facilitate such scientific research. The Pythia suite is the only publicly released suite of LLMs that satisfies three key properties: Models span several orders of magnitude of model scale.arxiv.org/pdf/2304.01373v2Pythia is a suite of decoder-only autoregressive language models all trained on public data seen in the exact same order and ranging in size from 70M to 12B parameters. The model architecture and hyperparameters largely follow GPT-3, with a few notable deviations based on recent advances in best practices for large scale language modeling.paperswithcode.com/method/pythia
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WebApr 3, 2023 · Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling. April 2023. License. CC BY-SA 4.0. Authors: Stella Biderman. Hailey Schoelkopf. Quentin...
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