BEIJING, Sept. 19 (Xinhua) -- A geographic sciences multi-modal Large Language Model (LLM), the first of its kind in the world, was unveiled in Beijing on Thursday. It could support the integration of geography and artificial intelligence and help accelerate geographical discoveries. The model,...
Awesome-Multimodal-LLM ✨✨✨ Behold our meticulously curated trove of Multimodal Large Language Models (MLLM) resources! 📚🔍 Feast your eyes on an assortment of datasets, techniques for tuning multimodal instructions, methods for multimodal in-context learning, approaches for multimodal chain...
GPUModelRunner Currently, inexecute_model, the first stage is to generate the encoder outputs if the model is multi-modal. This stage will be updated to handle cross-attention multi-modal models. add an_execute_encoder_decoder function(separate from_execute_encoder). This function will do the ...
1, Mini-InternVL consists of three main components: visual encoder, MLP projector, and LLMs. We employ InternViT-300M as our visual encoder, a lightweight visual model that inherits the capabilities of a powerful vision encoder. Based on InternViT-300M, we develop three versions of Mini-In...
Direct Preference Optimization (DPO) has shown effectiveness in aligning multi-modal large language models (MLLM) with human preferences. However, existing methods exhibit an imbalanced responsiveness to the data of varying hardness, tending to overfit on the easy-to-distinguish data while underfitting...
The LLM retrieval accuracy was assessed. The performances of the survival predictive models were evaluated using AUC and Kaplan–Meier analysis. For the 163 patients (mean age 64 ± 9 years; M:F 131:32), the LLMs achieved extraction accuracies of 74%~87% (Dolly), 76%...
本质是将LLM的transformer和图像中的diffusion结合了起来,使用同一个transformer来同时处理文本和图像信息.之前的DiT架构都是使用一个预训练的TextEncoder来提取文本信息,,并通过Concat、AdaLN、 CrossAttention、MMDit等方式将文本信息融入模型,而本文的方式直接同时训练文本和图像信息,并且是使用同一个模型来进行处理. ...
agent docker docker-compose openai llama lgm realtime-api fastapi llm ollama llama3 multimodel-large-language-model Updated Nov 9, 2024 Jupyter Notebook xinyanghuang7 / Basic-Visual-Language-Model Star 24 Code Issues Pull requests Build a simple basic multimodal large model from scratch. 从...
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more! - bentoml/BentoML
This paper aims to simultaneously optimize indoor wireless and daylight performance by adjusting the positions of windows and the beam directions of window-deployed reconfigurable intelligent surfaces (RISs) for RIS-aided outdoor-to-indoor (O2I) networks utilizing large language models (LLM) as ...