# paperswithcode/galai

Model API for GALACTICA

Repository: https://github.com/paperswithcode/galai
Canonical: https://ross.abutalabs.com/products/galai
Language: Jupyter Notebook
License: Apache-2.0
License Family: permissive
Last push: 2023-03-05T01:22:06+00:00

## Health v2 (maintenance only)
Score: 23/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 0, release rhythm 8, longevity 99
- inputs: {"age_days": 1387, "days_push": 1278, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2741, forks 268 (observed 2026-08-28T04:07:16.540536+00:00)

## What it is
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
- artifact type: library
- maturity: maintenance
- function: llm-inference, nlp, machine-learning
- domain: large-language-models, data-science
- platform: python
- tags: scientific-language-model, galactica, hugging-face, text-generation, language-model-api, natural-language-processing

## Member repositories
- paperswithcode/galai (main) score 23

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:16.540536+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T08:19:08.896131+00:00, confidence not recorded.
  - readme: https://github.com/paperswithcode/galai (fetched 2026-08-28T04:07:16.540536+00:00, sha 207f73981be3)
  - registry_pypi: https://pypi.org/pypi/galai/json (fetched 2026-08-29T09:57:17.176464+00:00, sha f76f0a10238f)
- Data as of 2026-08-30T08:39:29.467469+00:00.