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Learn how to design systems at scale and prepare for system design interviews
This repo contains the Assignments from Cornell Tech's ECE 5545 - Machine Learning Hardware and Systems offered in Spring 2023
💻📖 Laws, Theories, Principles and Patterns that developers will find useful. #hackerlaws
Awesome LLM compression research papers and tools.
Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
⭐️ Companies that don't have a broken hiring process
A blazing fast inference solution for text embeddings models
Infinity is a high-throughput, low-latency REST API for serving vector embeddings, supporting a wide range of text-embedding models and frameworks.
MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
Beancount: Double-Entry Accounting from Text Files.
Open MatSci ML Toolkit is a framework for prototyping and scaling out deep learning models for materials discovery supporting widely used materials science datasets, and built on top of PyTorch Lig…
D2Go is a toolkit for efficient deep learning
A lightweight library for PyTorch training tools and utilities
Easily train a good VC model with voice data <= 10 mins!
serp-ai / bark-with-voice-clone
Forked from suno-ai/bark🔊 Text-prompted Generative Audio Model - With the ability to clone voices
Clone a voice in 5 seconds to generate arbitrary speech in real-time
TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.
TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
Advanced inference pipeline using NVIDIA Triton Inference Server for CRAFT Text detection (Pytorch), included converter from Pytorch -> ONNX -> TensorRT, Inference pipelines (TensorRT, Triton serve…
Free MLOps course from DataTalks.Club
😎 A curated list of awesome MLOps tools
Build your neural network easy and fast, 莫烦Python中文教学