What is a multimodal LLM (MLLM)? - IBM
A multimodal LLM, or MLLM, is a state-of-the-art large language model (LLM) that can process and reason across multiple types of data or modalities such as text, images and audio.
GitHub - UbiquitousLearning/mllm: Fast Multimodal LLM on Mobile …
MLLM is the central hub of the AI inference stack. It connects optimization algorithms like Speculative Decoding, Pruning, and Quantization above with AI Compiler/Runtime layers (CANN, CUDA, MLIR) …
What Are Multimodal Large Language Models? | NVIDIA Glossary
Multimodal large language models (MLLMs) are deep learning algorithms that can understand and generate various forms of content ranging across text, images, video, audio, and more. What Are …
[2306.13549] A Survey on Multimodal Large Language Models
Jun 23, 2023 · First of all, we present the basic formulation of MLLM and delineate its related concepts, including architecture, training strategy and data, as well as evaluation. Then, we introduce research …
Multimodal Large Language Models (MLLMs) transforming Computer …
Jun 30, 2024 · This article introduces what is a Multimodal Large Language Model (MLLM) [1], their applications using challenging prompts, and the top models reshaping Computer Vision as we speak.
MLLM Tutorial - GitHub Pages
As a multidisciplinary research field, multimodal large language models (MLLMs) have recently garnered growing interest in both academia and industry, showing an unprecedented trend to achieve human …
survey on multimodal large language models - Oxford Academic
Nov 12, 2024 · First, we present the basic formulation of the MLLM and delineate its related concepts, including architecture, training strategy and data, as well as evaluation. Then, we introduce research …
Kosmos-2: Grounding Multimodal Large Language Models to the World
Jun 1, 2023 · We introduce Kosmos-2, a Multimodal Large Language Model (MLLM), enabling new capabilities of perceiving object descriptions (e.g., bounding boxes) and grounding text to the visual …
BradyFU/Awesome-Multimodal-Large-Language-Models - GitHub
Closing the Gap to Commercial Multimodal Models with Open-Source Suites. What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction …
MLLM-CL: Continual Learning for Multimodal Large Language Models
Jun 5, 2025 · View a PDF of the paper titled MLLM-CL: Continual Learning for Multimodal Large Language Models, by Hongbo Zhao and 6 other authors