Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

Must-read Papers on LLM Agents.

Library for fast text representation and classification.

LLM Embeddings for ICD 10 Data

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

Repository that contains LLM fine-tuning and deployment scripts along with our research findings.

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Jupyter notebooks for the Natural Language Processing with Transformers book

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

Notes about courses Dive into Deep Learning by Mu Li

Source code for Twitter's Recommendation Algorithm

Inference code for LLaMA models

🐙 Guides, papers, lecture, and resources for prompt engineering

Code for the paper "Language Models are Unsupervised Multitask Learners"

👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Ques…

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

A playbook for systematically maximizing the performance of deep learning models.

API for interacting with ChatGPT using Python and from Shell.

This project provides responsible AI user interfaces for Fairlearn, interpret-community, and Error Analysis, as well as foundational building blocks that they rely on.

Code for Data Pipelines with Apache Airflow

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Book about interpretable machine learning

Med-BERT, contextualized embedding model for structured EHR data

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neu…

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models (IN PROGRESS)

Self-Taught Data Science

🥈 Silver Medal Solution to Kaggle H&M Personalized Fashion Recommendations

A List of Recommender Systems and Resources