arXiv:2303. 15715v1 cs.CY 28 Mar 2023FOUNDATION MODELS AND FAIR USEA PREPRINTPeter HendersonXuechen LiDan Jurafsky, Tats
Large language models, commonly known as LLMs, are showing promise in tacking some of the most complex tasks in AI. In this perspective, we review the wider field of foundation models—of which LLMs are a component—and their application to the field of materials discovery. In addition to ...
Large language models, commonly known as LLMs, are showing promise in tacking some of the most complex tasks in AI. In this perspective, we review the wider field of foundation models—of which LLMs are a component—and their application to the field of materials discovery. In addition to ...
they can be rapidly adapted and fine-tuned for specific tasks, eliminating the need to develop new models from the ground up. This adaptability is crucial
Kuckes, NikiRoger Williams University Law Review
Key Words: foundation model, large-scale models, model training, model inference, pipeline parallelism, model parallelism, tensor parallelism, data parallelism, pre-training, fine-tuning, zero-shot, model compression, data compression, gradient compression, memory footprint reduction, batching, heterogeneo...
FastGlioma had a 3.2% increase in overall performance. FastGlioma outperforms models trained using standard supervised training (84.7 ± 1.1% mAUC) as shown in Supplementary Table4.b, Box and whisker plots, shown in the standardized quartile format, of FastGlioma infiltration scores by groun...
A ‘tiered’ approach, like the one being proposed by the Spanish Presidency, offers a fair compromise – ensuring compliance and assurance from large-scale foundation models, while giving EU businesses building smaller models a lighter burden until their models become as impactful. The stakes coul...
DIME-FM : DIstilling Multimodal and Efficient Foundation Models Ximeng Sun1† Pengchuan Zhang2 Peizhao Zhang2 Hardik Shah2 Kate Saenko1,2 Xide Xia2 1 Boston University, 2 Meta AI Abstract Large Vision-Language Foundation Models (VLFM), such as CLIP, ALIGN and Flo...
Granite Foundation Models IBM Research, Updated May 31st, 2024 1 Abstract—We introduce the Granite series of decoder-only foun- dation models for generative artificial intelligence (AI) tasks that are ready for enterprise use. We report on the architecture, capabilities, underlying data and data ...