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Helper scripts and examples for exploring the Falcon LLM models
Visualizing some of the internals of a neural network during training and inference.
Some helpers and examples for creating an LLM fine-tuning dataset
Code of how to build a ml-pipeline using DVC
Improve your README.md profile with these amazing badges.
Projects and useful articles / links
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
Video+code lecture on building nanoGPT from scratch
llama3 implementation one matrix multiplication at a time
Your AI second brain. Get answers to your questions, whether they be online or in your own notes. Use online AI models (e.g gpt4) or private, local LLMs (e.g llama3). Self-host locally or use our c…
You like pytorch? You like micrograd? You love tinygrad! ❤️
openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for 250+ supported car makes and models.
PyTorch implementations of Generative Adversarial Networks.
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
500 AI Machine learning Deep learning Computer vision NLP Projects with code
A collective list of free APIs for use in software and web development 🚀
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.
Minimalistic large language model 3D-parallelism training
SCEPTER is an open-source framework used for training, fine-tuning, and inference with generative models.
Tools for merging pretrained large language models.
Understanding Deep Learning - Simon J.D. Prince
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
Code accompanying the paper Pretraining Language Models with Human Preferences
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…