Marktechpost

OCTOBER 22, 2024

Despite recent advances in multimodal large language models (MLLMs), the development of these models has largely centered around English and Western-centric datasets. Moreover, PANGEA matches or even outperforms proprietary models like Gemini-1.5-Pro Don’t Forget to join our 50k+ ML SubReddit.

Large Language Models 110

Large Language Models Data Scarcity Inference Engine LLM 110

Marktechpost

OCTOBER 26, 2024

The model’s performance is evaluated using three distinct accuracy metrics: token-level accuracy for individual token assessment, sentence-level accuracy for evaluating coherent text segments, and response-level accuracy for overall output evaluation. If you like our work, you will love our newsletter.

AI Research 109

AI Research AI Researcher Data Scarcity Inference Engine 109

Marktechpost

OCTOBER 15, 2024

These models are trained on data collected from social media, which introduces bias and may not accurately represent diverse patient experiences. Moreover, privacy concerns and data scarcity hinder the development of robust models for mental health diagnosis and treatment.

Data Scarcity 111

Data Scarcity Inference Engine Large Language Models Machine Learning 111