A 4-hour coding workshop to understand how LLMs are implemented and used
☆1,114Jan 13, 2025Updated last year
Alternatives and similar repositories for LLM-workshop-2024
Users that are interested in LLM-workshop-2024 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository is created as part of Sebastian's Raschka's workshop- Building LLMs Ground Up.☆16Sep 14, 2024Updated last year
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆13,644Updated this week
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆104,208Updated this week
- RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems☆159Jan 20, 2025Updated last year
- Machine Learning Q and AI book☆966Dec 17, 2025Updated 8 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code Repository for Machine Learning with PyTorch and Scikit-Learn☆5,362Jun 15, 2026Updated 2 months ago
- Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024☆248May 15, 2024Updated 2 years ago
- Building a Large Language Model (From Scratch) to understand and create your own GPT-like large language models (LLMs) from the ground up…☆14May 8, 2025Updated last year
- LLM101n: Let's build a Storyteller☆37,503Aug 1, 2024Updated 2 years ago
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆82,223Feb 5, 2026Updated 6 months ago
- 🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽�…☆4,388Apr 20, 2026Updated 4 months ago
- Implement a reasoning LLM in PyTorch from scratch, step by step☆5,137Updated this week
- Deep Learning Fundamentals -- Code material and exercises☆404Feb 28, 2024Updated 2 years ago
- LoRA and DoRA from Scratch Implementations☆231Mar 5, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Official code repo for the O'Reilly Book - "Hands-On Large Language Models"☆28,838Apr 24, 2026Updated 4 months ago
- llama3 implementation one matrix multiplication at a time☆15,220May 23, 2024Updated 2 years ago
- A course on aligning smol models.☆6,734Aug 20, 2026Updated last week
- A Comprehensive survey on business use cases of AI that help them thrive in the digital economy☆12Oct 7, 2020Updated 5 years ago
- The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices☆5,310Apr 22, 2026Updated 4 months ago
- ☆224Feb 18, 2024Updated 2 years ago
- Machine Learning Engineering Open Book☆18,880Updated this week
- 🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial …☆3,421Dec 9, 2024Updated last year
- This repository contains demos I made with the Transformers library by HuggingFace.☆11,748Apr 20, 2026Updated 4 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- PyTorch compiler that accelerates training and inference. Get built-in optimizations for performance, memory, parallelism, and easily wri…☆1,471Updated this week
- Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.☆75,485Updated this week
- Background Coding Agents for Manufacturing Example Code☆22Dec 30, 2025Updated 8 months ago
- Open-source AI cookbook☆2,719Aug 25, 2026Updated last week
- A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.☆5,030Aug 18, 2025Updated 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…☆18,556May 19, 2026Updated 3 months ago
- This series will take you on a journey from the fundamentals of NLP and Computer Vision to the cutting edge of Vision-Language Models.☆1,179Jan 23, 2025Updated last year
- TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.☆3,713Jul 25, 2025Updated last year
- Curated list of datasets and tools for post-training.☆4,760Apr 29, 2026Updated 4 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- DSPy: The framework for programming—not prompting—language models☆37,727Updated this week
- This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed not…☆29,339Updated this week
- Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard a…☆2,143Dec 3, 2025Updated 8 months ago
- LLM Finetuning with peft☆2,981Aug 1, 2025Updated last year
- Efficient Triton Kernels for LLM Training☆6,597Updated this week
- A one stop repository for generative AI research updates, interview resources, notebooks and much more!☆29,205Updated this week
- Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.☆10,702Jul 1, 2024Updated 2 years ago