14 citations · 27 across the 3 of their papers we have counts for
3 papers
Med42-v2: A Suite of Clinical LLMs
Clément Christophe, Praveen K Kanithi, Tathagata Raha +2
Med42-v2 introduces a suite of clinical large language models (LLMs) designed to address the limitations of generic models in healthcare settings. These models are built on Llama3…
Beyond Metrics: A Critical Analysis of the Variability in Large Language Model Evaluation Frameworks
Marco AF Pimentel, Clément Christophe, Tathagata Raha +3
As large language models (LLMs) continue to evolve, the need for robust and standardized evaluation benchmarks becomes paramount. Evaluating the performance of these models is a co…
Med42 -- Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches
Clément Christophe, Praveen K Kanithi, Prateek Munjal +13
This study presents a comprehensive analysis and comparison of two predominant fine-tuning methodologies - full-parameter fine-tuning and parameter-efficient tuning - within the co…