newgrit1004's starred repositories
pytorch-benchmark
Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption
Lora-for-Diffusers
The most easy-to-understand tutorial for using LoRA (Low-Rank Adaptation) within diffusers framework for AI Generation Researchers🔥
mnist-fastapi-aio-triton
Simple example of FastAPI + gRPC AsyncIO + Triton
algorithmic-efficiency
MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.
tech-jobs-with-relocation
All-in-one guide to getting a tech job abroad 🌎
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
ml-system-design-pattern
System design patterns for machine learning
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
rust-companies
A list of companies using Rust in production.
rust-mlops-template
A work in progress to build out solutions in Rust for MLOPs
milewski-ctfp-pdf
Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source
whisper_real_time
Real time transcription with OpenAI Whisper.
Dataloader-Optimization
Getting GPU Util 99%
deep_learning_study
A curated list of Deep Learning
goQuality-dev-contents
{ 고퀄리티 :zap: 개발 컨텐츠 모음 }
PythonCheatSheet
A Cheat Sheet 📜 to revise Python syntax. Particularly useful for solving Data Structure and Algorithmic problems with Python.
recommenders
Best Practices on Recommendation Systems
ml-design-patterns
O'Reilly <머신러닝 디자인 패턴 Machine Learning Design Patterns> 소스코드 저장소
ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
jax-models
Unofficial JAX implementations of deep learning research papers
AB-Testing
A/B Testing — A complete guide to statistical testing