llama3 implementation one matrix multiplication at a time

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

🔥Highlighting the top ML papers every week.

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

A curated list of engineering blogs

Leetcode solutions

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Educational materials on deep learning by Weights & Biases

Materials for the Hugging Face Diffusion Models Course

Fast and memory-efficient exact attention

This is the official repository for the Recommender Systems course at Politecnico di Milano.

Resources and tools for Indian language Natural Language Processing

A curated list of references for MLOps

Quality Controlled Paraphrase Generation (ACL 2022)

Curated list of project-based tutorials

Foundation Architecture for (M)LLMs

Transformer related optimization, including BERT, GPT

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

Model API for GALACTICA

This repo contains annotated research papers that I found really good and useful

Compilation of high-profile real-world examples of failed machine learning projects

Shows an implementation of model soups (https://arxiv.org/abs/2203.05482) for text classification models.

A unified benchmark for math reasoning

Bumble's Private Detector - a pretrained model for detecting lewd images

Fixes contractions such as `you're` to `you are`

Zero and Few shot named entity & relationships recognition

A very simple framework for state-of-the-art Natural Language Processing (NLP)