stas00 / ml-engineeringLinks
Machine Learning Engineering Open Book
☆15,076Updated this week
Alternatives and similar repositories for ml-engineering
Users that are interested in ml-engineering are comparing it to the libraries listed below
Sorting:
- Solve puzzles. Improve your pytorch.☆3,714Updated last year
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆61,761Updated 3 months ago
- Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.☆9,922Updated last year
- Material for gpu-mode lectures☆5,012Updated 2 weeks ago
- llama3 implementation one matrix multiplication at a time☆15,148Updated last year
- Solve puzzles. Learn CUDA.☆11,453Updated last year
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆12,748Updated this week
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆6,085Updated 3 weeks ago
- A PyTorch native platform for training generative AI models☆4,372Updated last week
- Puzzles for learning Triton☆1,985Updated 9 months ago
- A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)☆10,047Updated last year
- PyTorch native post-training library☆5,484Updated this week
- LLM training in simple, raw C/CUDA☆27,588Updated 2 months ago
- ☆4,092Updated last year
- 🔥Highlighting the top ML papers every week.☆11,897Updated last month
- SGLang is a fast serving framework for large language models and vision language models.☆17,823Updated this week
- The full minitorch student suite.☆2,162Updated last year
- Understanding Deep Learning - Simon J.D. Prince☆7,908Updated 3 weeks ago
- LLM101n: Let's build a Storyteller☆34,375Updated last year
- MLX: An array framework for Apple silicon☆22,204Updated this week
- GPU programming related news and material links☆1,689Updated 8 months ago
- Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We als…☆17,856Updated last week
- The Art of Debugging☆935Updated 3 weeks ago
- lightweight, standalone C++ inference engine for Google's Gemma models.☆6,565Updated this week
- Video+code lecture on building nanoGPT from scratch☆4,366Updated last year
- The official PyTorch implementation of Google's Gemma models☆5,543Updated 3 months ago
- Development repository for the Triton language and compiler☆16,831Updated this week
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆71,422Updated this week
- Deep Reinforcement Learning: Zero to Hero!☆2,154Updated 2 weeks ago
- Fast and memory-efficient exact attention☆19,471Updated this week