Easy Guide to Deploying Phi3 and Llama3 on Mobile!

Easy Guide to Deploying Phi3 and Llama3 on Mobile!

About 3100 words, suggested reading time: 10 minutes This article will introduce several latest large models suitable for private deployment, and then guide you step-by-step to deploy them on computers and mobile phones. Large models are undoubtedly the protagonists of this AI revolution,large models are based on Scaling Law. Simply put, the more data, the … Read more

The Dual Faces of AI Source God: Small Parameters, Big Models Can Reflect, But Are Only Limitedly Open Source

The Dual Faces of AI Source God: Small Parameters, Big Models Can Reflect, But Are Only Limitedly Open Source

During the tuning process of the Llama 3 model, Chen Tianchu discovered that this open-source large model, supported by powerful computing power and high-quality massive data, indeed “opened a window for an open experience” for enterprises or individual users without sufficient computing power. Author: Qian Yujuan Cover Image: Tuchong Creative More than two weeks have … Read more

Insights on LLAMA-3 from Zhang Junlin

Insights on LLAMA-3 from Zhang Junlin

MLNLP community is a well-known machine learning and natural language processing community in China and abroad, covering NLP graduate students, university teachers, and researchers in enterprises. The Community’s Vision is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for beginners. Reprinted from | Weibo … Read more

How the Open Source Model Defeated GPT-4o: Insights on Llama 3.1 405B

How the Open Source Model Defeated GPT-4o: Insights on Llama 3.1 405B

Follow our WeChat public account to discover the beauty of CV technology This article is reprinted from Machine Heart. After an unexpected leak two days in advance, Llama 3.1 was officially released by Meta last night. Llama 3.1 has extended the context length to 128K, with three versions: 8B, 70B, and 405B, once again raising … Read more

Comprehensive Overview of the Llama Open Source Family: From Llama-1 to Llama-3

Comprehensive Overview of the Llama Open Source Family: From Llama-1 to Llama-3

MLNLP community is a well-known machine learning and natural language processing community at home and abroad, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning at home and abroad, … Read more

The Most Powerful Open Source Large Language Model to Date

The Most Powerful Open Source Large Language Model to Date

Introduction LLaMA is a large language model released by Meta AI in February 2023. As the first model in this series, LLaMA is a pure base language model designed to provide an open and efficient platform for general language understanding and generation. There are four versions available: 7B, 13B, 33B, and 65B (65 billion). Regarding … Read more

Graph RAG: Merging Knowledge Graphs with Large Models

Training Materials September 2024 Issue This video is a community sharing report from the AI-themed discussion meeting of the Yunhan Community held on August 3, 2024. Speaker: Chen Xiaoyang (Member of the Yunhan Community Committee, General Manager of Fucheng Company) Report Title: “Graph RAG – When Knowledge Graphs Meet Large Models“ AI Video Summary: This … Read more

Building RAG AI Assistants with PhiData: A Comprehensive Guide

Building RAG AI Assistants with PhiData: A Comprehensive Guide

Introduction In the field of artificial intelligence, building an intelligent assistant that can understand and respond to user needs is a challenging task. PhiData, as an open-source framework, provides developers with the possibility to create AI assistants with long-term memory, rich knowledge, and powerful tools. This article will introduce the core advantages of PhiData, application … Read more

Open Source End-to-End RAG Solution RAGFlow

Open Source End-to-End RAG Solution RAGFlow

Introduction RAG has developed to become a consensus for LLM’s service to B-end, however, questions regarding it have never ceased to exist. Simply put: for many Q&A systems represented by individuals and small to medium enterprises, there is indeed no need to use RAG. However, these long-context LLMs have either already addressed or are in … Read more

Understanding the Differences Between DeepSeek V3, R1, and Janus-Pro

Understanding the Differences Between DeepSeek V3, R1, and Janus-Pro

Recently, I have been unwell with a gastrointestinal flu for several days, but I am feeling better today and can update on the recent hot topics related to DeepSeek. I won’t go into much detail about the specific news regarding DeepSeek, but on New Year’s Eve, they launched Janus-Pro, and various media outlets have been … Read more