Demo resources for DockerCon

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

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

negate_sentence(A Python module that doesn't negate sentences.)

LLM training in simple, raw C/CUDA

Seamlessly integrate LLMs into scikit-learn.

AWS Certified Cloud Practitioner Short Notes And Practice Exams (CLF-C02)

Official Kaggle API

A Python framework for accelerated simulation, data generation and spatial computing.

Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

MIRTK based SVR reconstruction

Implementation for MatMul-free LM.

Video+code lecture on building nanoGPT from scratch

Rapidly build AI apps in Python

YOLOv10: Real-Time End-to-End Object Detection [NeurIPS 2024]

Structured state space sequence models

Mamba SSM architecture

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

Kolmogorov Arnold Networks

A TensorFlow.js based AI player platform for T-Rex Runner. T-Rex Runner is originally an easter egg game inside chrome.

RAG (Retrievel Augmented Generation) implementation using ChromaDB, Mistral-7B-Instruct-v0.1 and gte-base for embeddings.

Open-source search and retrieval database for AI applications.

Create and modify nginx serverblock configs in Python

CUDA Python: Performance meets Productivity

Fast and memory-efficient exact attention

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Accessible large language models via k-bit quantization for PyTorch.