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Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.
Specify what you want it to build, the AI asks for clarification, and then builds it. Completely separate team and codebase from the AI Web App builder https://gptengineer.app
LightGlue: Local Feature Matching at Light Speed (ICCV 2023)
📋 A list of open LLMs available for commercial use.
🦜🔗 Build context-aware reasoning applications
LLM Chain for answering questions from documents with citations
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
Master the command line, in one page
An ultra-simplified explanation to design patterns
BOTorch tutorials in Jupyter notebook format ready to be launched on Google Colab
A collection of loss functions for medical image segmentation
🧠 A study guide to learn about Transformers
Infographic about the inner computations of a transformer model, training and inference
[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
A playbook for systematically maximizing the performance of deep learning models.
Data science interview questions and answers
machine learning and deep learning tutorials, articles and other resources
Context Manager to profile the forward and backward times of PyTorch's nn.Module
You like pytorch? You like micrograd? You love tinygrad! ❤️
Learn how to design, develop, deploy and iterate on production-grade ML applications.
200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.