The Janus-Pro-7B model has outperformed OpenAI's DALL-E 3 and Stable Diffusion in benchmark tests such as GenEval and DPG-Bench, establishing its superiority in both image generation and understanding.Janus-Pro integrates cutting-edge advancements in multimodal AI. The model's ability to process...
Interpretation Gen-AI shows promising potential in pulmonary CT imaging, particularly in simplified diagnostic settings. However, their limitations in processing complex multi-modal information highlight significant challenges for clinical integration. Ongoing efforts to improve the robustness and reliability of...
OctoAI provides infrastructure to run GenAI at scale, efficiently, and robustly. The model endpoints that OctoAI delivers to serve models like Mixtral, Stable Diffusion XL, etc. all rely on Docker to containerize models and make them easier to serve at scale. If you go tooctoai.cloud, you...
At its core, multimodal AI follows the familiar AI approach founded on AI models and machine learning. AI models are the algorithms that define how data is learned and interpreted as well as how responses are formulated based on that data. Once ingested by the model, data trains and builds ...
An example of how multimodality can be used in healthcare. Image from Multimodal biomedical AI (Acosta et al., Nature Medicine 2022) Not only that, incorporating data from other modalities can help boost model performance. Shouldn’t a model that can learn from both text and images perform be...
A chief goal of artificial intelligence is to build machines that think like people. Yet it has been argued that deep neural network architectures fail to accomplish this. Researchers have asserted these models’ limitations in the domains of causal reas
Microsoft Phi-4 系列模型正式发布,延续先前发布的强推理 Phi-4 (14B)模型, 今天带来了 Phi-4-mini-instruct(3.8B),以及 Phi-4-multimodal(5.6B)模型。我们可以从 Hugging face、Azure AI Foundry Model Catalog、GitHub Models,以及 Ollama 获取使用模型。
Ai-assisted coding: experiments with GPT-4. Preprint at https://arxiv.org/abs/2304.13187 (2023). Kasneci, E. et al. ChatGPT for good? On opportunities and challenges of large language models for education. Learn. Individ. Differ. 103, 102274 (2023). Article MATH Google Scholar Bom...
10分钟速读多模态论文:LLMGA: Multimodal Large Language Model based Generation Assistant [code][paper][model] 最近在调研多模态LLM用于AIGC的研究工作,发现已经有一些工作了(多模态大模型好卷)。看了一圈已经开源的工作,发现LLMGA这个工作的方法挺靠谱的,试了一下demo效果,发现交互性很好,生成图片质量不错,...
You can experience ourBasic Demoon ModelScope directly. The Real-Time Interactive Demo needs to be configured according to theinstructions. 🔥🔥🔥Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy ...