Vijay Aski

According to our database, Vijay Aski authored at least 6 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Knowledge Distillation Using Frontier Open-source LLMs: Generalizability and the Role of Synthetic Data.

Anup Shirgaonkar, Nikhil Pandey, Nazmiye Ceren Abay, Tolga Aktas, Vijay Aski

CoRR, 2024

MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging.

Noel C. F. Codella, Ying Jin, Shrey Jain, Yu Gu, Ho Hin Lee, Asma Ben Abacha, Alberto Santamaría-Pang, Will Guyman, Naiteek Sangani, Sheng Zhang, Hoifung Poon, Stephanie Hyland, Shruthi Bannur, Javier Alvarez-Valle, Xue Li, John Garrett, Alan McMillan, Gaurav Rajguru, Madhu Maddi, Nilesh Vijayrania, Rehaan Bhimai, Nick Mecklenburg, Rupal Jain, Daniel Holstein, Naveen Gaur, Vijay Aski, Jenq-Neng Hwang, Thomas Lin, Ivan Tarapov, Matthew P. Lungren, Mu Wei

CoRR, 2024

A Study of Optimizations for Fine-tuning Large Language Models.

Arjun Singh, Nikhil Pandey, Anup Shirgaonkar, Pavan Manoj, Vijay Aski

CoRR, 2024

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning.

Nick Mecklenburg, Yiyou Lin, Xiaoxiao Li, Daniel Holstein, Leonardo O. Nunes, Sara Malvar, Bruno Silva, Ranveer Chandra, Vijay Aski, Pavan Kumar Reddy Yannam, Tolga Aktas, Todd Hendry

CoRR, 2024

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture.

Maria Angels de Luis Balaguer, Vinamra Benara, Renato Luiz de Freitas Cunha, Roberto de M. Estevão Filho, Todd Hendry, Daniel Holstein, Jennifer Marsman, Nick Mecklenburg, Sara Malvar, Leonardo O. Nunes, Rafael Padilha, Morris Sharp, Bruno Silva, Swati Sharma, Vijay Aski, Ranveer Chandra

CoRR, 2024

2023

GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models.

Bruno Silva, Leonardo O. Nunes, Roberto Estevão, Vijay Aski, Ranveer Chandra

CoRR, 2023