Python

Introduction to Deepseek Janus-Pro Multimodal Framework

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Introduction to Deepseek Janus-Pro Multimodal Framework

Introduction to Deepseek Janus-Pro Multimodal Framework Overview Introduction Janus-Pro is a novel self-regressive framework that unifies the capabilities of multimodal understanding and generation. By decomposing visual encoding into independent channel processing while still employing a single, unified transformer architecture for computation, Janus-Pro addresses the limitations of previous methods. This decoupling not only alleviates the role … Read more

Deep Learning with Python Finally Arrives!

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Deep Learning with Python Finally Arrives!

Editorial Department WeChat Official Account Keywords Search Across the Internet Latest Ranking 『Quantitative Investment』: Ranked First 『Quantitative』: Ranked First 『Machine Learning』: Ranked Third We will continue to work hard to becomethe top qualitytechnology public account on the internet I have been waiting since the beginning of the year Finally, this book has arrived Let me … Read more

Complete Experience of Andrew Ng’s Deeplearning.ai Courses

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Complete Experience of Andrew Ng's Deeplearning.ai Courses

Selected from Medium Author: Arvind N Translated by Machine Heart Contributors: Lu Xue, Li Zenan On August 8, Andrew Ng officially launched Deeplearning.ai—a series of deep learning courses based on Coursera, aiming to spread foundational knowledge of artificial intelligence to more people. A week later, many have completed the first three courses that are currently … Read more

5 Tips for Developing Intelligent Customer Service with Anthropic Claude API

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5 Tips for Developing Intelligent Customer Service with Anthropic Claude API

5 Tips for Developing Intelligent Customer Service with Anthropic Claude API I recently created an intelligent customer service system using the Claude API, and I found it quite interesting. This AI assistant is amazing; it answers everything, much more professionally than my human customer service representatives. However, I encountered many pitfalls during the development process, … Read more

How BERT Tokenizes Text

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How BERT Tokenizes Text

Follow the official account “ML_NLP“ Set as “Starred“, delivering heavy content promptly! Source | Zhihu Link | https://zhuanlan.zhihu.com/p/132361501 Author | Alan Lee Editor | Machine Learning Algorithms and Natural Language Processing Public Account This article is authorized and reposting is prohibited This article was first published on my personal blog on 2019/10/16 and cannot be … Read more

A Method to Download Models from 🤗HuggingFace

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A Method to Download Models from 🤗HuggingFace

https://www.itdog.cn/http/ If you cannot directly download models from HuggingFace[1], you can use the https://github.com/AlphaHinex/hf-models repository and build a Docker image using GitHub Actions[2]. In the image, use huggingface_hub[3] to download the required models, then push the image to Docker Hub[4]. Finally, you can download the model using the image. 1Available Models (tags) Currently available models … Read more

ComfyUI | Universal Huggingface Model Download Solution

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ComfyUI | Universal Huggingface Model Download Solution

Users of ComfyUI know that it is necessary to frequently download various large models from Huggingface, and during the download, three major problems need to be solved: 1. Network issues; domestic users cannot directly access and download large models. 2. Large file download issues; due to unstable networks or unstable proxies, downloads of large files … Read more

Huggingface Datasets: A Powerful AI Training Database

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Huggingface Datasets: A Powerful AI Training Database

Every time I start a new machine learning project, the first thing that gives me a headache is not model selection, but the dataset. Downloading datasets, unzipping, cleaning, formatting—a series of steps makes me feel like I’m facing a “programmer’s physical labor” challenge. And once the dataset is too large to load into memory all … Read more

Building Language Applications with Hugging Face Transformers

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Building Language Applications with Hugging Face Transformers

Hugging Face is a chatbot startup based in New York, focusing on NLP technology, with a large open-source community. Especially, the open-source natural language processing and pre-trained model library, Transformers, has been downloaded over a million times and has more than 24,000 stars on GitHub. Transformers provides a large number of state-of-the-art pre-trained language model … Read more

Downloading and Uploading Huggingface Large Models

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Downloading and Uploading Huggingface Large Models

Downloading Assuming we need to download the <span><span>Qwen2.5-0.5B-Instruct</span></span> model from Huggingface. 1. Using git lfs Git LFS is an extension developed by GitHub to support large files in Git. Installation on Mac: brew install git-lfs Installation on Linux: curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash sudo apt install git-lfs git lfs install Download the large model: … Read more