PyTorch

How to Write LoRA Code From Scratch: A Tutorial

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How to Write LoRA Code From Scratch: A Tutorial

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering audiences such as NLP graduate students, university professors, and corporate researchers. The Community’s Vision is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. Reprinted from … Read more

Neural Network Model Evaluation and Performance Analysis in C++

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Neural Network Model Evaluation and Performance Analysis in C++

Introduction: The Wonderful Collision of C++ and Neural Networks In today’s digital age, artificial intelligence is like a magical force, quietly yet profoundly integrated into every aspect of our lives. When you open an e-commerce app, the precisely recommended products seem to read your mind; during your drive, intelligent navigation plans the optimal route in … Read more

Running PyTorch & Fast.ai on NVIDIA Jetson Nano: A Step-by-Step Guide

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Running PyTorch & Fast.ai on NVIDIA Jetson Nano: A Step-by-Step Guide

Original by Interogativ Guo Yipu, Compiled by Quantum Bit Report | Public Account QbitAI The NVIDIA Jetson Nano, as the cheapest hardware from NVIDIA, costs only $99. Seeing it cheap makes you want to grab it, but how do you play with it once you have it? Building robots, creating small cars, or DIYing a … Read more

Real-Time Pathological Image Analysis System Using Industrial PC

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Real-Time Pathological Image Analysis System Using Industrial PC

In the field of medical diagnosis, accuracy and real-time performance are crucial. As a technical expert with years of experience in industrial PC programming, I will provide a detailed introduction on how to build a high-performance real-time pathological image analysis system. Core Components of the System The real-time pathological image analysis system mainly consists of … Read more

How to Code LoRA from Scratch: A Comprehensive Guide

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How to Code LoRA from Scratch: A Comprehensive Guide

Excerpt from lightning.ai Author: Sebastian Raschka Compiled by Machine Heart Editor: Chen Ping The author states: Among various effective LLM fine-tuning methods, LoRA remains his top choice. LoRA (Low-Rank Adaptation) is a popular technique for fine-tuning LLMs (Large Language Models) that was first proposed by researchers from Microsoft in the paper “LORA: LOW-RANK ADAPTATION OF … Read more

Why I Choose PyTorch Among Many Deep Learning Frameworks

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Why I Choose PyTorch Among Many Deep Learning Frameworks

The Editor Says: Currently, researchers are using various deep learning frameworks. This article introduces six common deep learning frameworks and discusses the advantages of PyTorch compared to them. This article is excerpted from “Deep Learning Framework PyTorch: Introduction and Practice”. For more details, please click Read the Original. The Birth of PyTorch In January 2017, … Read more