In the field of artificial intelligence, GPT (Generative Pre-trained Transformer) models are popular for their powerful text generation capabilities. However, due to resource limitations, individual users may find it difficult to run and train such large models directly. Fortunately, there are some open-source projects like Ollama and Open-WebUI that can help us set up a … Read more
—— Taking Ollama + OpenWebUI deployment in Windows 11 as an example 1.System Requirements Operating System: Windows 11 Memory Requirement: 16GB or more Hardware Requirement: At least 4GB VRAM Nvidia graphics card 2.Installation of Graphics Driver and CUDA ①Graphics Driver: Download and install from the official NVIDIA website ②CUDA Toolkit: This is the key program … Read more
How to Set Up Your Own Local Large Model Download Ollama Download Link https://ollama.com/download Ollama supports MacOS, Linux, and Windows image-20240507105722380 Extract After downloading, you will get a file named Ollama-darwin.zip. After extraction, in the case of Mac, you will find a runnable file: Ollama.app image-20240507110010601 Usage Steps 1. Double-click the extracted runnable file: Ollama.app2. … Read more
Hello everyone, I am Orange Brother! With the rapid development of AI, multiple industries around the world are benefiting from the innovations brought by AI technology. From healthcare, finance, to education and software development, AI has penetrated every aspect of our lives. During the evolution of AI models, the reasoning ability has become a key … Read more
1. Introduction Ollama Official Website: https://github.com/ollama/ollama Ollama is an open-source platform for artificial intelligence (AI) and machine learning (ML) tools, specifically designed to simplify the deployment and usage process of large language models (LLMs). Users can conveniently run various large language models locally, such as Llama 2 and other open-source models, using Ollama. The main … Read more
Google releases the native multimodal AI large model Gemini A new visual prompt AI model T-Rex achieves image recognition through images The “white-box” Transformer architecture CRATE enhances AI model interpretability 【Key Insight】 In practical applications, artificial intelligence (AI) is often difficult to achieve a comprehensive improvement in production efficiency as a single technology, and often … Read more
MLNLP community is a renowned machine learning and natural language processing community in China and abroad, covering NLP master’s and doctoral students, university professors, and corporate researchers. The vision of the community is to promote communication and progress among the academic and industrial circles of natural language processing and machine learning, especially for beginners. Reprinted … Read more
Paper Title: Capabilities of Gemini Models in Medicine Compiled by: Sienna Reviewed by: Los Healthcare is undoubtedly one of the fields that urgently needs disruption and innovation today. It accounts for nearly 10% of the Gross Domestic Product (GDP) on average, and in some specific contexts, such as the United States, this proportion even rises … Read more
/ Today’s Tech News / Recently, the Shanghai Municipal Science and Technology Commission released the “2024 Technology Innovation Action Plan” project application guidelines in the field of 6G frontier technology, soliciting key technologies including: co-frequency interference and spectrum sharing key technologies for 6G mobile phones directly connected to satellites, high-order electromagnetic modulation communication technology using … Read more
Years ago, Google created a wave of artificial intelligence (AI) with the stunning performance of AlphaGo. However, in the past year, Google has been under pressure due to the AI wave triggered by OpenAI’s ChatGPT, and they urgently need a phenomenal AI product to prove their strength. Since the release of ChatGPT, people have been … Read more