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Deep Learning

This tag is for discussing, sharing articles, and asking questions primarily on deep learning - a subfield of machine learning.

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I Built a Deep Learning Framework in Rust from Scratch - Part 2: GPU Backend and the Lonely Debugging Journey

I Built a Deep Learning Framework in Rust from Scratch - Part 2: GPU Backend and the Lonely Debugging Journey

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4 min read
Detecting LLM Hallucinations Through Vector Geometry: A New Approach

Detecting LLM Hallucinations Through Vector Geometry: A New Approach

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8 min read
Get Started With Image Classification in Kaggle using Python

Get Started With Image Classification in Kaggle using Python

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3 min read
Mastering Google Cloud Translation API with Python: A Developer's Guide

Mastering Google Cloud Translation API with Python: A Developer's Guide

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5 min read
4 reasons why ditching Machine Learning and falling in love with Deep Learning might be a good idea

4 reasons why ditching Machine Learning and falling in love with Deep Learning might be a good idea

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6 min read
Caching Strategies for LLM Systems (Part 2): KV Cache and the Mathematics of Fast Transformer Inference

Caching Strategies for LLM Systems (Part 2): KV Cache and the Mathematics of Fast Transformer Inference

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4 min read
Build a Deep Learning Library from Scratch Using NumPy (Part 5: Optimizers)

Build a Deep Learning Library from Scratch Using NumPy (Part 5: Optimizers)

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3 min read
What My First CNN Project Taught Me

What My First CNN Project Taught Me

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2 min read
𝐃𝐞𝐞𝐩 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠: 𝐀 𝐓𝐢𝐦𝐞𝐥𝐢𝐧𝐞 𝐨𝐟 𝐊𝐞𝐲 𝐌𝐢𝐥𝐞𝐬𝐭𝐨𝐧𝐞𝐬

𝐃𝐞𝐞𝐩 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠: 𝐀 𝐓𝐢𝐦𝐞𝐥𝐢𝐧𝐞 𝐨𝐟 𝐊𝐞𝐲 𝐌𝐢𝐥𝐞𝐬𝐭𝐨𝐧𝐞𝐬

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1 min read
Imitation Learning: A Stanford Walkthrough

Imitation Learning: A Stanford Walkthrough

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8 min read
How to install mmcv in an Npu Enviroment

How to install mmcv in an Npu Enviroment

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2 min read
Let's Build a Deep Learning Library from Scratch Using NumPy (Part 4: nn.Module)

Let's Build a Deep Learning Library from Scratch Using NumPy (Part 4: nn.Module)

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4 min read
Online Course Notes: DeepLearningAI - Advanced Retrieval for AI with Chroma

Online Course Notes: DeepLearningAI - Advanced Retrieval for AI with Chroma

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4 min read
Paper Review: Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Paper Review: Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

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2 min read
[Conference Notes] NV TW LLM Developer Day 2024

[Conference Notes] NV TW LLM Developer Day 2024

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2 min read
Smart Fashion Classifier: Building an AI-Powered Fashion Product Tagging System

Smart Fashion Classifier: Building an AI-Powered Fashion Product Tagging System

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3 min read
Project Review: AI-Powered Oil Spill Detection Using Deep Learning

Project Review: AI-Powered Oil Spill Detection Using Deep Learning

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3 min read
Hysteresis in Neural Networks — Part 1

Hysteresis in Neural Networks — Part 1

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4 min read
Let’s Build a Deep Learning Library from Scratch Using NumPy (Part 3: Training MNIST)

Let’s Build a Deep Learning Library from Scratch Using NumPy (Part 3: Training MNIST)

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3 min read
Cómo el código mata al misterio matemático en los Transformers

Cómo el código mata al misterio matemático en los Transformers

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7 min read
Let’s Build a Deep Learning Library from Scratch Using NumPy (Part 2: Autograd)

Let’s Build a Deep Learning Library from Scratch Using NumPy (Part 2: Autograd)

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6 min read
Best Practices for Training LoRA Models with Z-Image: Complete 2026 Guide

Best Practices for Training LoRA Models with Z-Image: Complete 2026 Guide

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6 min read
How to Add Randomness to Z-Image Turbo Using Transformers: Complete Seed Control Guide

How to Add Randomness to Z-Image Turbo Using Transformers: Complete Seed Control Guide

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8 min read
Mosaic: Sharding Attention Across GPUs When Your Sequence Doesn't Fit

Mosaic: Sharding Attention Across GPUs When Your Sequence Doesn't Fit

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5 min read
NVIDIA Unveils DLSS 4.5, G-SYNC Pulsar, and RTX Upgrades for Gaming and AI Toolsat CES 2026

NVIDIA Unveils DLSS 4.5, G-SYNC Pulsar, and RTX Upgrades for Gaming and AI Toolsat CES 2026

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2 min read
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