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A 4-hour coding workshop to understand how LLMs are implemented and used
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
State-of-the-Art Text Embeddings
Polyformer is an open-source project that aims to recycle plastics into FDM filaments
A companion guide for the blog post series, LangChain Decoded.
A Gradio web UI for Large Language Models with support for multiple inference backends.
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Instruct-tune LLaMA on consumer hardware
Train transformer language models with reinforcement learning.
The simplest, fastest repository for training/finetuning medium-sized GPTs.
WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)
A playbook for systematically maximizing the performance of deep learning models.
List of Computer Science courses with video lectures.
Examples and guides for using the OpenAI API
Extension for AUTOMATIC1111 to add custom backend API for Krita Plugin & more
This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.
The fastai book, published as Jupyter Notebooks
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
this repository accompanies the book "Grokking Deep Learning"
Data science interview questions and answers
Conversion of country flag icons to various formats
Techniques for deep learning with satellite & aerial imagery
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science