| | Gemma 3 270M re-implemented in pure PyTorch for local tinkering (github.com/rasbt) |
| 417 points by ModelForge 71 days ago | past | 57 comments |
|
| | Qwen3 from Scratch (github.com/rasbt) |
| 3 points by tzury 89 days ago | past |
|
| | Qwen3 Implemented from Scratch (github.com/rasbt) |
| 3 points by sbbq 4 months ago | past |
|
| | Implement a ChatGPT-like LLM in PyTorch from scratch, step by step (github.com/rasbt) |
| 2 points by jinqueeny 6 months ago | past |
|
| | Python Setup Tips (github.com/rasbt) |
| 2 points by tosh 8 months ago | past |
|
| | Implementing the Llama 3.2 1B and 3B Architectures from Scratch (github.com/rasbt) |
| 5 points by sbbq on Oct 5, 2024 | past |
|
| | Converting GPT to Llama step-by-step code guide (github.com/rasbt) |
| 2 points by sbbq on Sept 23, 2024 | past |
|
| | LLM instruction finetuning from-scratch tutorial (github.com/rasbt) |
| 2 points by sbbq on June 17, 2024 | past |
|
| | Evaluating LLMs locally, on a laptop, with Llama 3 and Ollama (github.com/rasbt) |
| 2 points by rasbt on June 13, 2024 | past |
|
| | The Fundamentals of Modern Deep Learning with PyTorch (github.com/rasbt) |
| 2 points by Anon84 on May 15, 2024 | past |
|
| | Finetuning an LLM-Based Spam Classifier with LoRA from Scratch (github.com/rasbt) |
| 14 points by rasbt on May 11, 2024 | past |
|
| | Finetune a GPT Model for Spam Detection on Your Laptop in Just 5 Minutes (github.com/rasbt) |
| 3 points by rasbt on May 3, 2024 | past |
|
| | Insights from Finetuning LLMs for Classification Tasks (github.com/rasbt) |
| 2 points by rasbt on April 28, 2024 | past |
|
| | Machine Learning and AI Beyond the Basics Book (github.com/rasbt) |
| 2 points by Heidaradar on April 16, 2024 | past |
|
| | Comparing 5 ways to implement Multihead Attention in PyTorch (github.com/rasbt) |
| 3 points by rasbt on March 8, 2024 | past |
|
| | Implementing a ChatGPT-like LLM from scratch, step by step (github.com/rasbt) |
| 739 points by rasbt on Jan 27, 2024 | past | 98 comments |
|
| | Cyclemoid – a new activation function inspired by cyclical learning rates (github.com/rasbt) |
| 2 points by sbbq on April 1, 2022 | past |
|
| | What are the origins of machine learning? (github.com/rasbt) |
| 1 point by ozai on Aug 19, 2019 | past |
|
| | A collection of various deep learning architectures, models, and tips (github.com/rasbt) |
| 13 points by feross on June 11, 2019 | past |
|
| | Collection of Deep Learning Models for TensorFlow/PyTorch in Jupyter Notebooks (github.com/rasbt) |
| 2 points by ehudla on June 6, 2019 | past |
|
| | Deep Learning Models (80 Jupyter Notebooks) (github.com/rasbt) |
| 9 points by submeta on June 5, 2019 | past |
|
| | Python Machine Learning (2nd Ed.) Code Repository (github.com/rasbt) |
| 5 points by selmat on Oct 22, 2018 | past |
|
| | A visual explanation for the back propagation algorithm for neural networks (github.com/rasbt) |
| 3 points by rbanffy on Feb 12, 2018 | past |
|
| | 3 different ways to do backpropagation in TensorFlow (github.com/rasbt) |
| 3 points by sbbq on May 31, 2017 | past |
|
| | A collection of standalone TensorFlow models in Jupyter Notebooks (github.com/rasbt) |
| 3 points by rbanffy on May 29, 2017 | past |
|
| | Introduction to ANN and Deep Learning – Sebastian Raschka (github.com/rasbt) |
| 19 points by nafizh on Dec 30, 2016 | past | 1 comment |
|
| | Libraries for Data Science in Python (github.com/rasbt) |
| 2 points by codeyan on July 5, 2016 | past |
|
| | Equation-compilation of common ML algorithms and topics [pdf] (github.com/rasbt) |
| 1 point by rasbt on June 20, 2016 | past |
|
| | Python machine learning book (github.com/rasbt) |
| 3 points by ngrj on June 14, 2016 | past |
|
| | Python Machine Learning Book Jupyter (github.com/rasbt) |
| 4 points by ltcode on June 11, 2016 | past |
|
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| More |
