stas00 / ml-engineeringLinks
Machine Learning Engineering Open Book
☆14,082Updated 2 weeks ago
Alternatives and similar repositories for ml-engineering
Users that are interested in ml-engineering are comparing it to the libraries listed below
Sorting:
- llama3 implementation one matrix multiplication at a time☆15,011Updated last year
- Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.☆9,717Updated 11 months ago
- 🔥Highlighting the top ML papers every week.☆11,497Updated 2 weeks ago
- Video+code lecture on building nanoGPT from scratch☆4,168Updated 10 months ago
- Solve puzzles. Improve your pytorch.☆3,609Updated 11 months ago
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆12,343Updated this week
- LLM101n: Let's build a Storyteller☆33,778Updated 10 months ago
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆42,229Updated 6 months ago
- A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training☆22,142Updated 10 months ago
- Neural Networks: Zero to Hero☆14,094Updated 10 months ago
- Explanation to key concepts in ML☆7,627Updated this week
- DSPy: The framework for programming—not prompting—language models☆25,821Updated this week
- An autoregressive character-level language model for making more things☆3,139Updated last year
- Fast and memory-efficient exact attention☆17,952Updated last week
- A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)☆9,954Updated last year
- PyTorch native post-training library☆5,287Updated this week
- ☆4,088Updated last year
- Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We als…☆17,516Updated last week
- Material for gpu-mode lectures☆4,636Updated last week
- Structured Text Generation☆11,963Updated this week
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆5,998Updated 2 months ago
- Train transformer language models with reinforcement learning.☆14,281Updated this week
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data …☆10,645Updated 3 weeks ago
- Understanding Deep Learning - Simon J.D. Prince☆7,569Updated last week
- LLM training in simple, raw C/CUDA☆26,962Updated last month
- A PyTorch native platform for training generative AI models☆3,953Updated this week
- Puzzles for learning Triton☆1,708Updated 7 months ago
- Solve puzzles. Learn CUDA.☆11,180Updated 9 months ago
- NanoGPT (124M) in 3 minutes☆2,699Updated last week
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆6,913Updated 11 months ago