mlsanityData to 14 Oct 2026

rollama: An R package for using generative large language models through Ollama

arXiv 2404.07654 ↗First posted 11 Apr 2024cs.CLcited by 3

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Abstract (arXiv)

rollama is an R package that wraps the Ollama API, which allows you to run different Generative Large Language Models (GLLM) locally. The package and learning material focus on making it easy to use Ollama for annotating textual or imagine data with open-source models as well as use these models for document embedding. But users can use or extend rollama to do essentially anything else that is possible through OpenAI's API, yet more private, reproducible and for free.

Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). Builds on 2 of its 6 references that are in the map. First posted on arXiv 11 Apr 2024.

Builds on

2 of 6 references.

References · 2

  1. 2023ChatGPT Outperforms Crowd-Workers for Text-Annotation Taskscited by 870
  2. 2023Evaluation is all you need. Prompting Generative Large Language Models for Annotation Tasks in the Social Sciences. A Primer using Open Modelscited by 12

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Cited by year

Citing papers per year: 2024: 3.

3 papers.

  1. 2024Optimizing RAG Techniques for Automotive Industry PDF Chatbots: A Case Study with Locally Deployed Ollama Modelscited by 4
  2. 2024Benchmarking LLMs in Political Content Text-Annotation: Proof-of-Concept with Toxicity and Incivility Datacited by 4
  3. 2024TextClass Benchmark: A Continuous Elo Rating of LLMs in Social Sciencescited by 1