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This is an educational curriculum for building and training neural networks using PyTorch. It serves as a deep learning training guide and resource, providing a structured series of lessons on tensor computation and architecture development. The course uses an interactive learning model that synchronizes academic theory with practice. It pairs theoretical lecture slides with exercise-driven notebooks, requiring students to implement model logic within predefined templates to validate their conceptual understanding. The curriculum covers a broad range of deep learning capabilities, including
This project is an educational course and learning curriculum for implementing and fine-tuning transformer models using the Hugging Face ecosystem. It serves as a structured guide and technical walkthrough for processing multimodal data, adapting pre-trained neural networks, and deploying models. The material includes a guide for managing, versioning, and distributing model weights and datasets through a centralized asset hub. It also provides a practical tutorial on adapting models to specific datasets using parameter-efficient methods and an implementation guide for solving natural language
Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.
Project Page for "LISA: Reasoning Segmentation via Large Language Model"
Official Repo For OMG-LLaVA and OMG-Seg codebase [CVPR-24 and NeurIPS-24]
The main features of lxtgh/omg-seg are: Multimodal Architectures, Specialized Multimodal Tasks.
Projects with overlapping indexed features include: atcold/pytorch-deep-learning-minicourse — This is an educational curriculum for building and training neural networks using PyTorch. It serves as a deep… huggingface/course — This project is an educational course and learning curriculum for implementing and fine-tuning transformer models… openbmb/minicpm-v — MiniCPM-V is a multimodal large language model and vision-language system designed for complex visual and linguistic… openbmb/minicpm-o — MiniCPM-o is a multimodal large language model designed to function as a real-time conversational assistant on edge… microsoft/llava-med — Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities. dvlab-research/lisa — Project Page for "LISA: Reasoning Segmentation via Large Language Model".