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@conda-forge @psa-lab @iPRoBe-lab @Raschka-research-group @BioPandas

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rasbt/README.md

Hi, I'm Sebastian 👋

I'm an AI research engineer specializing in large language models (LLMs), deep learning, and open-source development.

My work focuses on AI research, building practical tools, and sharing knowledge through books and open-source contributions.

Links

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  1. LLMs-from-scratch Public

    Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

    Jupyter Notebook 58.3k 8.1k

  2. machine-learning-book Public

    Code Repository for Machine Learning with PyTorch and Scikit-Learn

    Jupyter Notebook 4.4k 1.6k

  3. MachineLearning-QandAI-book Public

    Machine Learning Q and AI book

    Jupyter Notebook 556 121

  4. deeplearning-models Public

    A collection of various deep learning architectures, models, and tips

    Jupyter Notebook 17.1k 4.1k

  5. Lightning-AI/litgpt Public

    20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

    Python 12.4k 1.3k

  6. LLM-workshop-2024 Public

    A 4-hour coding workshop to understand how LLMs are implemented and used

    Jupyter Notebook 973 341

1,311 contributions in the last year

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Activity overview

Contributed to rasbt/LLMs-from-scratch, Lightning-AI/litgpt, rasbt/LLM-workshop-2024 and 21 other repositories
Loading A graph representing rasbt's contributions from June 30, 2024 to July 06, 2025. The contributions are 61% commits, 25% pull requests, 11% code review, 3% issues. 11% Code review 3% Issues 25% Pull requests 61% Commits

Contribution activity

July 2025

Created 1 commit in 1 repository
Created 1 repository

Created a pull request in codecrafters-io/build-your-own-x that received 2 comments

Add section: Build your own AI Model

Adds a new section for developing/building an AI model from scratch.

+6 −0 lines changed 2 comments
Opened 1 other pull request in 1 repository
rasbt/LLMs-from-scratch 1 merged
Reviewed 1 pull request in 1 repository
codecrafters-io/build-your-own-x 1 pull request
26 contributions in private repositories Jul 1 – Jul 6
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