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A high-throughput and memory-efficient inference and serving engine for LLMs

Python 38,719 5,805 Updated Feb 21, 2025

Memray is a memory profiler for Python

Python 13,695 398 Updated Jan 13, 2025

Simple Python version management

Roff 40,824 3,111 Updated Feb 14, 2025

ODH Tools & Extensions Companion

TypeScript 18 5 Updated Jan 25, 2025

Swift Core ML Examples

Jupyter Notebook 197 22 Updated Nov 28, 2024

PyTorch extensions for high performance and large scale training.

Python 3,264 286 Updated Jan 12, 2025

Muggled DPT: Depth estimation without the magic

Python 78 4 Updated Nov 28, 2024

[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation

Python 7,297 559 Updated Jul 17, 2024

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

Python 6,707 666 Updated Feb 20, 2025

Code examples and resources for DBRX, a large language model developed by Databricks

Python 2,533 242 Updated May 1, 2024

PyTorch code and models for the DINOv2 self-supervised learning method.

Jupyter Notebook 9,837 884 Updated Aug 7, 2024

Swift app demonstrating Core ML Stable Diffusion

Swift 2,637 226 Updated Jun 25, 2024

Provides an interface layer to convert between n-dimensional types in different Rust crates

Rust 50 16 Updated Aug 29, 2024

DeepSeek-VL: Towards Real-World Vision-Language Understanding

Python 3,507 523 Updated Apr 24, 2024

Containers for machine learning

Python 8,401 585 Updated Feb 21, 2025

CUDA Templates for Linear Algebra Subroutines

C++ 6,330 1,080 Updated Feb 21, 2025

On-device AI across mobile, embedded and edge for PyTorch

C++ 2,526 451 Updated Feb 21, 2025

Generative Models by Stability AI

Python 25,320 2,812 Updated Sep 4, 2024

Everything we actually know about the Apple Neural Engine (ANE)

2,159 78 Updated Sep 23, 2024

Stable Diffusion with Core ML on Apple Silicon

Python 17,147 969 Updated Jan 23, 2025

Train transformer language models with reinforcement learning.

Python 11,847 1,593 Updated Feb 20, 2025

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

C++ 15,681 3,052 Updated Feb 21, 2025

The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++

CSS 43,293 5,458 Updated Jan 16, 2025

OpenVINO™ is an open source toolkit for optimizing and deploying AI inference

C++ 7,838 2,430 Updated Feb 21, 2025

Neural Network Compression Framework for enhanced OpenVINO™ inference

Python 976 246 Updated Feb 20, 2025

Deep learning in Rust, with shape checked tensors and neural networks

Rust 1,781 105 Updated Jul 23, 2024

A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.

JavaScript 1,423 176 Updated Feb 2, 2025

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (p…

1,991 214 Updated Nov 1, 2024

🔎 Search for YouTube videos, channels & playlists. Get 🎞 video & 📑 playlist info using link. Get search suggestions. WITHOUT YouTube Data API v3.

Python 761 178 Updated Jun 30, 2022

LLM training code for Databricks foundation models

Python 4,141 544 Updated Feb 20, 2025
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