A 4-hour coding workshop to understand how LLMs are implemented and used
☆1,073Jan 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
Sorting:
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆13,206Updated this week
- This repository is created as part of Sebastian's Raschka's workshop- Building LLMs Ground Up.☆16Sep 14, 2024Updated last year
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆86,149Feb 19, 2026Updated last week
- Machine Learning Q and AI book☆705Dec 17, 2025Updated 2 months ago
- RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems☆142Jan 20, 2025Updated last year
- Code Repository for Machine Learning with PyTorch and Scikit-Learn☆5,017Jan 2, 2026Updated 2 months ago
- Building a Large Language Model (From Scratch) to understand and create your own GPT-like large language models (LLMs) from the ground up…☆13May 8, 2025Updated 9 months ago
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆75,865Feb 5, 2026Updated 3 weeks ago
- LLM101n: Let's build a Storyteller☆36,390Aug 1, 2024Updated last year
- Official code repo for the O'Reilly Book - "Hands-On Large Language Models"☆23,193Dec 17, 2025Updated 2 months ago
- 🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽�…☆4,293Apr 26, 2025Updated 10 months ago
- LoRA and DoRA from Scratch Implementations☆216Mar 5, 2024Updated last year
- A Comprehensive survey on business use cases of AI that help them thrive in the digital economy☆13Oct 7, 2020Updated 5 years ago
- Deep Learning Fundamentals -- Code material and exercises☆400Feb 28, 2024Updated 2 years ago
- A course on aligning smol models.☆6,587Feb 6, 2026Updated 3 weeks ago
- llama3 implementation one matrix multiplication at a time☆15,243May 23, 2024Updated last year
- The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices☆4,785Dec 15, 2025Updated 2 months ago
- Machine Learning Engineering Open Book☆17,162Feb 21, 2026Updated last week
- Scientific articles using or citing Common Crawl data☆28Jan 9, 2026Updated last month
- ☆17Aug 28, 2025Updated 6 months ago
- Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM.☆53,029Updated this week
- 🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial …☆3,399Dec 9, 2024Updated last year
- ☆21Oct 14, 2024Updated last year
- This repository contains demos I made with the Transformers library by HuggingFace.☆11,510Jan 13, 2026Updated last month
- PyTorch compiler that accelerates training and inference. Get built-in optimizations for performance, memory, parallelism, and easily wri…☆1,444Feb 25, 2026Updated last week
- DSPy: The framework for programming—not prompting—language models☆32,381Feb 24, 2026Updated last week
- Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We als…☆18,220Nov 3, 2025Updated 4 months ago
- ☆14Apr 1, 2025Updated 11 months ago
- This is a AUTOSAR documents specific retriever based on LLM and RAG.☆16Nov 12, 2024Updated last year
- A one stop repository for generative AI research updates, interview resources, notebooks and much more!☆24,906Feb 10, 2026Updated 3 weeks ago
- A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.☆4,723Aug 18, 2025Updated 6 months ago
- Datasets and functions for the Handbook of Educational Measurement and Psychometrics using R.☆24Apr 2, 2021Updated 4 years ago
- Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.☆10,347Jul 1, 2024Updated last year
- Efficient Triton Kernels for LLM Training☆6,162Updated this week
- Implementation of 12 AI agents evaluation techniques☆36Jul 31, 2025Updated 7 months ago
- Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard a…☆2,063Dec 3, 2025Updated 3 months ago
- ☆23Apr 25, 2023Updated 2 years ago
- An instruction tuned large language model with extra support for poetry and verse generation☆25Jun 5, 2023Updated 2 years ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,599Dec 20, 2025Updated 2 months ago