LLM Reference

Pythia 70M

About

The Pythia 70M is a transformer-based large language model developed by EleutherAI, designed for research purposes, particularly in studying the behavior and limitations of large language models. It leverages a similar architecture to other models in the OPT and GPT-Neo suites, and while it's not fine-tuned for specific tasks, it performs comparably to models of similar size. Trained on a diverse English-language dataset called The Pile, Pythia 70M provides insights into model interpretability and evolution with over 154 checkpoints during training. Despite its research-focused design, it is important to be cautious about its use, given its limitations in factual accuracy, biases from training data, and lack of multilingual capability.

Capabilities

MultimodalFunction CallingTool UseJSON Mode

Specifications

FamilyPythia
Released2023-05-31
Parameters70M
ArchitectureDecoder Only
Specializationgeneral