stas00 / ml-engineeringLinks
Machine Learning Engineering Open Book
☆15,450Updated last 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.☆3,745Updated last year
- Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.☆10,064Updated last year
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆6,128Updated 2 months ago
- A PyTorch native platform for training generative AI models☆4,561Updated this week
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆12,861Updated this week
- llama3 implementation one matrix multiplication at a time☆15,172Updated last year
- Understanding Deep Learning - Simon J.D. Prince☆8,396Updated 2 months ago
- Solve puzzles. Learn CUDA.☆11,583Updated last year
- Material for gpu-mode lectures☆5,197Updated last month
- LLM101n: Let's build a Storyteller☆35,120Updated last year
- PyTorch native post-training library☆5,547Updated this week
- The official PyTorch implementation of Google's Gemma models☆5,564Updated 4 months ago
- Video+code lecture on building nanoGPT from scratch☆4,443Updated last year
- ☆4,100Updated last year
- LLM training in simple, raw C/CUDA☆27,923Updated 3 months ago
- Train transformer language models with reinforcement learning.☆15,934Updated last week
- 🔥Highlighting the top ML papers every week.☆12,021Updated 3 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…☆17,954Updated last week
- Explanation to key concepts in ML☆8,105Updated 3 months ago
- Modeling, training, eval, and inference code for OLMo☆6,044Updated last week
- NanoGPT (124M) in 3 minutes☆3,565Updated last week
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆47,749Updated 10 months ago
- Go ahead and axolotl questions☆10,634Updated last week
- Run PyTorch LLMs locally on servers, desktop and mobile☆3,615Updated last month
- Puzzles for learning Triton☆2,074Updated 11 months ago
- The full minitorch student suite.☆2,207Updated last year
- A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API☆13,335Updated last year
- Inference Llama 2 in one file of pure C☆18,872Updated last year
- SGLang is a fast serving framework for large language models and vision language models.☆19,094Updated this week
- GPU programming related news and material links☆1,746Updated last month