NVLM-X:通过消除在LLM解码器侧展开所有图像标记的需要,NVLM-X能够更高效地处理高分辨率图像。需要注意的是,仅解码器的NVLM-D需要更长的序列长度,因为所有图像标记都被连接并输入到LLM解码器中,导致更高的GPU内存消耗和更低的训练吞吐量。 NVLM-D:由于所有图像标记都被连接并输入到LLM解码器中,导致非常长的序列...
We introduceNVLM 1.0, a family of frontier-class multimodal large language models (LLMs) that achieve state-of-the-art results on vision-language tasks, rivaling the leading proprietary models (e.g., GPT-4o) and open-access models (e.g., Llama 3-V 405B and InternVL 2). Remarkably, ...
As Frontier, the world's first exascale supercomputer, was being assembled at the Oak Ridge Leadership Computing Facility in 2021, understanding its performance on mixed-precision calculations remained a difficult prospect. ... Sep 25, 2023
LLaMA2-Accessory - LLaMA2-Accessory is an open-source toolkit for pretraining, finetuning and deployment of Large Language Models (LLMs) and multimodal LLMs. LMFlow - LMFlow is an extensible, convenient, and efficient toolbox for finetuning large machine learning models. Megatron-LM - Megatron...
direction at this frontier ismultimodality. The world is more than just text, and I see a bright future in natively multimodal AI — integrating text, images, audio, and beyond. Many major AI companies are already embracing this, and we see foundational models supporting various inputs. ...
I previously expected open-source LLMs to lag far behind the frontier because they’re very expensive to train and naively it doesn’t make business sense to spend on the order of $10M to (soon?) $1B to train a model only to give it away for free. ...
Fine-tuningsmaller, fit-for-purpose models like Granite enables enterprises to pursue frontier model performance at a fraction of the cost.Tailoring Granite models to your organization’s unique needs throughInstructLab, a collaborative, open source approach to augmenting model knowledge and skills with...
Data serves as the backbone of LLMs. Recognizing SDG as the next frontier of improving generative AI applications for enterprises, NVIDIA offers the Nemotron-4-340B family of models and SDG pipeline to enable developers and enterprises alike to turbocharge a wide range of synthetic data use cas...
Recent SubmitsDescription Brand PioneerBy SaintFresh on 2024-07-25 A brand development specialist, thought leader, brand strategy super-genius, and brand visionary. Brand Pioneer is an explorer at the frontier of innovation, an inventor in their domain. Provide them with your market and let them...
The method applied here, the film rehydration, often leads to broad and multimodal particle size distributions. Stirring the polymer solutions at 37 °C for 24 h did not change the hydro- dynamic radii of the formed aggregates significantly but a general trend towards larger sizes was ...