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Research#llm👥 CommunityAnalyzed: Jan 3, 2026 06:18

SmolGPT: A minimal PyTorch implementation for training a small LLM from scratch

Published:Jan 29, 2025 18:09
1 min read
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Analysis

The article introduces SmolGPT, a PyTorch implementation for training a small Language Model. The focus is on a minimal and from-scratch approach, which is valuable for educational purposes and understanding the core mechanics of LLMs. The 'small' aspect suggests a focus on accessibility and experimentation rather than state-of-the-art performance.
Reference

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Research#CNN👥 CommunityAnalyzed: Jan 10, 2026 16:49

Building a CNN from Scratch with NumPy: A Deep Dive

Published:May 31, 2019 20:58
1 min read
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Analysis

This article likely details the implementation of a Convolutional Neural Network (CNN) using only NumPy, a fundamental Python library for numerical computation. Such a project is valuable for educational purposes and provides a deeper understanding of CNN architecture, but its practical applications might be limited by performance constraints.
Reference

“The article likely explains how to build a CNN using only NumPy.”

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Research#llm👥 CommunityAnalyzed: Jan 4, 2026 07:18

A Neural Network in 11 Lines of Python (2015)

Published:Oct 18, 2017 11:59
1 min read
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Analysis

This article likely discusses a simplified implementation of a neural network using Python, focusing on brevity and educational value. The year 2015 suggests it might be an early example or a demonstration of fundamental concepts rather than a state-of-the-art model.
Reference

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