MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation

Author:

Wang Zijie J.1ORCID,Chau Duen Horng1ORCID

Affiliation:

1. Georgia Institute of Technology, Atlanta, GA, USA

Publisher

ACM

Reference80 articles.

1. Marah Abdin, Jyoti Aneja, Sebastien Bubeck, Caio César Teodoro Mendes, Weizhu Chen, Allie Del Giorno, Ronen Eldan, Sivakanth Gopi, Suriya Gunasekar, Mojan Javaheripi, Piero Kauffmann, Yin Tat Lee, Yuanzhi Li, Anh Nguyen, Gustavo de Rosa, Olli Saarikivi, Adil Salim, Shital Shah, Michael Santacroce, Harkirat Singh Behl, Adam Taumann Kalai, Xin Wang, Rachel Ward, Philipp Witte, Cyril Zhang, and Yi Zhang. 2023. Phi-2: The Surprising Power of Small Language Models. (2023). https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/

2. Apple. 2017. Core ML : Integrate Machine Learning Models into Your App. https://developer.apple.com/documentation/coreml

3. Junjie Bai, Fang Lu, and Ke Zhang. 2019. ONNX : Open Neural Network Exchange. https://github.com/onnx/onnx

4. Angels Balaguer Vinamra Benara Renato Luiz de Freitas Cunha Roberto de M. Estev ao Filho Todd Hendry Daniel Holstein Jennifer Marsman Nick Mecklenburg Sara Malvar Leonardo O. Nunes Rafael Padilha Morris Sharp Bruno Silva Swati Sharma Vijay Aski and Ranveer Chandra. 2024. RAG vs Fine-tuning : Pipelines Tradeoffs and a Case Study on Agriculture. (2024). https://doi.org/10.48550/ARXIV.2401.08406

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