nanoGPT
Focus: gpt, karpathy and pytorch. Shares llm and training with Train LLM From Scratch. A framework, not a course. Adds macOS, Windows and Linux. Rated 4.8 (Train LLM From Scratch: 4.7).
FrameworkFreemacOS, Windows
4.8Visit
Course
Train LLM From Scratch
A straightforward method for training your LLM, from downloading data to generating text.
Rating
4.7 / 5
Pricing
Free
Difficulty
Advanced
Works on
Cross-Platform
Built with love by Shushant Lakhyani. Building bestproductivityresources.com
What is Train LLM From Scratch?
train-llm-from-scratch is a step-by-step guide and codebase for training your own language model: downloading and preparing data, configuring training, and generating text with the result. A practical on-ramp to how LLMs are actually built.
Third-party open-source projects. We are not affiliated with their authors; repositories are provided as-is by their maintainers. Review each project's license, code and security before installing. See our Disclaimer.
Pros: what Train LLM From Scratch does well
- End-to-end, data to generation
- Clear and practical
- Free and open source
Cons: where it falls short
- Needs GPU resources for real runs
- Time-intensive by nature
- Covers fundamentals, not frontier scale
Who Train LLM From Scratch is for
Developers and students who want to genuinely understand LLM training by doing it.
Who can skip it
People looking to just use AI tools, not build them.
Train LLM From Scratch alternatives
Not sold on Train LLM From Scratch? These do a similar job, and each card says what it has in common.
ML From Scratch
Focus: numpy, python and algorithms. Shares machine learning and from scratch with Train LLM From Scratch. Adds Web. Same 4.7 rating.
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How to Train Your GPT
Focus: deep learning, pytorch and github. Shares llm and tutorial with Train LLM From Scratch. Adds Web. Rated 4.5 (Train LLM From Scratch: 4.7).
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4.5Visit
LLM Course
Focus: course, roadmap and colab. Shares llm and open source with Train LLM From Scratch. Adds Web. Rated 4.8 (Train LLM From Scratch: 4.7).
CourseFreeWeb
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Learn Harness Engineering
Focus: ai, harness engineering and agents. Shares tutorial and open source with Train LLM From Scratch. Adds Web. Same 4.7 rating.
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Spinning Up in Deep RL
Focus: reinforcement learning, openai and course. Shares education and open source with Train LLM From Scratch. Adds Web. Same 4.7 rating.
CourseFreeWeb
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Free alternatives to Train LLM From Scratch
Want to spend nothing? These free picks cover similar ground.
Awesome LLM
Focus: awesome list, papers and ai. Shares llm and open source with Train LLM From Scratch. A website, not a course. Adds Web. Same 4.7 rating.
WebsiteFreeWeb
4.7Visit
Homemade Machine Learning
Focus: python, jupyter and algorithms. Shares machine learning and from scratch with Train LLM From Scratch. Adds Web. Same 4.7 rating.
CourseFreeWeb
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Machine Learning Systems (Harvard CS249r)
Focus: ai systems, textbook and harvard. Shares machine learning and open source with Train LLM From Scratch. A book, not a course. Adds Web. Rated 4.5 (Train LLM From Scratch: 4.7).
BookFreeWeb
4.5Visit
Dive into Deep Learning
Focus: deep learning, book and course. Shares open source with Train LLM From Scratch. Adds Web. Rated 4.9 (Train LLM From Scratch: 4.7).
CourseFreeWeb
4.9Visit
Annotated Deep Learning Paper Implementations
Focus: deep learning, papers and transformers. Shares open source with Train LLM From Scratch. Adds Web. Rated 4.8 (Train LLM From Scratch: 4.7).
CourseFreeWeb
4.8Visit
fast.ai
Focus: deep learning, course and free. Shares machine learning with Train LLM From Scratch. Adds Web. Rated 4.8 (Train LLM From Scratch: 4.7).
CourseFreeWeb
4.8Visit
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