Building Multi-Modal Models for Content Moderation
Introduction Imagine you’re scrolling through your favorite social media platform when, out of nowhere, an offensive post pops up. Before ...
Tag: multimodal
Pixtral-12B: Mistral AI's first multimodal model
Introduction Mistral has released its first multimodal model, the Pixtral-12B-2409. This model is based on Mistral’s 12 billionth parameter, Nemo ...
Windows Agent Arena (WAA) – A scalable, open-source Windows AI agent platform for testing and benchmarking multimodal desktop AI agents
artificial intelligence (ai) has made progress in developing agents capable of executing complex tasks on digital platforms. These agents, often ...
Build ultra-low latency multimodal generative AI applications using sticky session routing in Amazon SageMaker
amazon SageMaker is a fully managed machine learning (ML) service. With SageMaker, data scientists and developers can quickly and confidently ...
Med-MoE: A lightweight framework for efficient multimodal medical decision making in resource-limited settings
Recent advances in medical multimodal long language models (MLLMs) have demonstrated significant progress in medical decision making. However, many models, ...
CogVLM2: Advanced multimodal visual language models for better image and video understanding and temporal foundation in open source applications
Large language models (LLMs), initially limited to text-based processing, faced significant challenges in understanding visual data. This limitation led to ...
MuMA-ToM: A multimodal benchmark for advancing multi-agent mind-theoretic reasoning in AI
To understand social interactions in complex, real-world environments, deep mental reasoning is necessary to infer the underlying mental states that ...
MaVEn: An efficient hybrid multi-granular visual coding framework for large multimodal language models (MLLM)
The primary focus of existing multimodal large language models (MLLMs) is on the interpretation of single images, which restricts their ...
Show-o: A unified AI model that unifies multimodal understanding and generation using a single transformer
This paper presents Show-o, a unified transformer model that integrates multimodal understanding and generation capabilities within a single architecture. As ...
Llama3 now has ears. Llama3-s v0.2: a new multimodal control point with improved speech understanding
Understanding spoken language for large language models (LLMs) is critical to creating more natural and intuitive interactions with machines. While ...
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