Pythia
A suite for analyzing large language models
December 29th, 2024
About Pythia
Pythia is a suite of tools developed by EleutherAI for analyzing large language models. It combines interpretability analysis and scaling laws to understand how knowledge develops and evolves during training in autoregressive transformers. The aim of Pythia is to enable controlled scientific research on openly accessible and transparently trained large language models. It provides a suite of models with partially trained checkpoints for interpretability research. Additionally, Pythia includes mo...
Key Features
- Enables controlled scientific research on large language models.
- Provides a suite of models with partially trained checkpoints for interpretability research.
- Facilitates interpretability analysis of large language models.
- Includes models of different sizes trained on different datasets.
Use Cases
- Interpretability analysis of large language models.
- Understanding the development and evolution of knowledge during training.
- Conducting research on large language models.
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