paperswithcode/galai

Health v2 · maintenance only

Adoption not part of the score

2741 stars · 268 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

galai is the official Python library for loading and running inference with the GALACTICA general-purpose scientific language models from Papers with Code / Meta AI. It provides a simple API to generate text for scientific NLP tasks like citation prediction, math reasoning, molecular property prediction, and protein annotation.

Use cases

• generate scientific text with the galactica language model
• run citation prediction on scientific text
• predict molecular properties with a language model
• annotate proteins using a scientific LLM
• load galactica models of different sizes in python
• use galactica models with hugging face transformers

When to choose

• you want a simple Python API to run GALACTICA model inference
• you need scientific NLP tasks like citation prediction or protein annotation
• you want to experiment with model sizes from 125M to 120B parameters

When to avoid

• you need a general-purpose LLM not focused on scientific text
• you need actively developed features or recent model support
• you want training or fine-tuning capabilities rather than inference

Facets

library · maturity maintenance

llm-inference nlp machine-learning large-language-models data-science python scientific-language-model galactica hugging-face text-generation language-model-api natural-language-processing

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markdown · JSON · MCP: product_card(name="paperswithcode/galai")