karpathy / nn-zero-to-hero
Neural Networks: Zero to Hero
☆11,524Updated last month
Related projects: ⓘ
- A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API☆10,011Updated last month
- Machine Learning Engineering Open Book☆10,986Updated this week
- Explanation to key concepts in ML☆7,029Updated this week
- 📺 Discover the latest machine learning / AI courses on YouTube.☆15,593Updated 7 months ago
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆36,216Updated last month
- 🔥Highlighting the top ML papers every week.☆9,910Updated last week
- A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training☆19,845Updated last month
- LLM101n: Let's build a Storyteller☆28,302Updated last month
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆37,120Updated last month
- Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step☆26,767Updated this week
- An autoregressive character-level language model for making more things☆2,471Updated 3 months ago
- Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.☆7,451Updated 6 months ago
- 12 Weeks, 24 Lessons, AI for All!☆34,046Updated 2 weeks ago
- A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)☆9,282Updated 3 months ago
- Awesome-LLM: a curated list of Large Language Model☆17,413Updated this week
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆27,158Updated 2 months ago
- You like pytorch? You like micrograd? You love tinygrad! ❤️☆26,143Updated this week
- A playbook for systematically maximizing the performance of deep learning models.☆26,385Updated 3 months ago
- 10 Weeks, 20 Lessons, Data Science for All!☆27,683Updated 3 weeks ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆8,995Updated last year
- Understanding Deep Learning - Simon J.D. Prince☆6,083Updated this week
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆9,780Updated this week
- LLM training in simple, raw C/CUDA☆23,287Updated this week
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆16,256Updated last week
- llama3 implementation one matrix multiplication at a time☆13,085Updated 3 months ago
- Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!☆32,206Updated this week
- 📋 A list of open LLMs available for commercial use.☆10,912Updated 2 months ago
- 🐙 Guides, papers, lecture, notebooks and resources for prompt engineering☆47,705Updated last week
- Inference Llama 2 in one file of pure C☆17,153Updated last month
- 500 AI Machine learning Deep learning Computer vision NLP Projects with code☆19,652Updated last month