microsoft / OliveLinks
Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs.
☆2,031Updated this week
Alternatives and similar repositories for Olive
Users that are interested in Olive are comparing it to the libraries listed below
Sorting:
- Generative AI extensions for onnxruntime☆765Updated this week
- SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX R…☆2,461Updated this week
- A Python package for extending the official PyTorch that can easily obtain performance on Intel platform☆1,914Updated last week
- onnxruntime-extensions: A specialized pre- and post- processing library for ONNX Runtime☆401Updated this week
- Examples for using ONNX Runtime for model training.☆339Updated 9 months ago
- Examples for using ONNX Runtime for machine learning inferencing.☆1,438Updated this week
- ONNXMLTools enables conversion of models to ONNX☆1,096Updated last month
- ⚠️DirectML is in maintenance mode ⚠️ DirectML is a high-performance, hardware-accelerated DirectX 12 library for machine learning. Direct…☆2,492Updated last week
- 🤗 Optimum Intel: Accelerate inference with Intel optimization tools☆480Updated this week
- ONNX Script enables developers to naturally author ONNX functions and models using a subset of Python.☆366Updated this week
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆2,998Updated this week
- ONNX Optimizer☆735Updated last week
- A unified library of state-of-the-art model optimization techniques like quantization, pruning, distillation, speculative decoding, etc. …☆1,068Updated 2 weeks ago
- Run Generative AI models with simple C++/Python API and using OpenVINO Runtime☆310Updated this week
- AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.☆2,376Updated this week
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,807Updated this week
- ☆1,028Updated last year
- ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…☆2,168Updated 9 months ago
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,662Updated this week
- On-device AI across mobile, embedded and edge for PyTorch☆3,055Updated this week
- cudnn_frontend provides a c++ wrapper for the cudnn backend API and samples on how to use it☆596Updated last week
- PyTorch native quantization and sparsity for training and inference☆2,219Updated this week
- Simple, safe way to store and distribute tensors☆3,356Updated 3 weeks ago
- PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.☆811Updated 3 weeks ago
- Common utilities for ONNX converters☆275Updated last week
- Neural Network Compression Framework for enhanced OpenVINO™ inference☆1,063Updated this week
- A pytorch quantization backend for optimum☆971Updated 3 weeks ago
- High-efficiency floating-point neural network inference operators for mobile, server, and Web☆2,072Updated this week
- LiteRT continues the legacy of TensorFlow Lite as the trusted, high-performance runtime for on-device AI. Now with LiteRT Next, we're exp…☆668Updated this week
- Reference implementations of MLPerf™ inference benchmarks☆1,420Updated this week