Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs.
☆2,255Updated 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☆962Updated this week
- ONNX Script enables developers to naturally author ONNX functions and models using a subset of Python.☆429Updated this week
- ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator☆19,389Updated this week
- onnxruntime-extensions: A specialized pre- and post- processing library for ONNX Runtime☆443Updated this week
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆3,296Feb 9, 2026Updated 2 weeks ago
- SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, …☆2,590Updated this week
- ONNX Optimizer☆797Feb 4, 2026Updated 3 weeks ago
- Examples for using ONNX Runtime for machine learning inferencing.☆1,610Updated this week
- ⚠️DirectML is in maintenance mode ⚠️ DirectML is a high-performance, hardware-accelerated DirectX 12 library for machine learning. Direct…☆2,546Feb 20, 2026Updated last week
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,706Jan 12, 2026Updated last month
- Common utilities for ONNX converters☆295Dec 16, 2025Updated 2 months ago
- Examples for using ONNX Runtime for model training.☆363Oct 23, 2024Updated last year
- Accessible large language models via k-bit quantization for PyTorch.☆7,997Updated this week
- Simplify your onnx model☆4,297Updated this week
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆10,393Updated this week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆41,648Updated this week
- ONNXMLTools enables conversion of models to ONNX☆1,142Updated this week
- Accelerate PyTorch models with ONNX Runtime☆368Feb 5, 2026Updated 3 weeks ago
- Development repository for the Triton language and compiler☆18,460Feb 22, 2026Updated last week
- Sparsity-aware deep learning inference runtime for CPUs☆3,159Jun 2, 2025Updated 8 months ago
- PyTorch native quantization and sparsity for training and inference☆2,696Feb 22, 2026Updated last week
- A Python package for extending the official PyTorch that can easily obtain performance on Intel platform☆2,012Feb 13, 2026Updated 2 weeks ago
- Fast and memory-efficient exact attention☆22,361Updated this week
- A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Auto…☆16,807Updated this week
- Large Language Model Text Generation Inference☆10,774Jan 8, 2026Updated last month
- Open standard for machine learning interoperability☆20,373Feb 22, 2026Updated last week
- ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…☆2,175Oct 8, 2024Updated last year
- A high-throughput and memory-efficient inference and serving engine for LLMs☆71,234Updated this week
- This is a Phi Family of SLMs book for getting started with Phi Models. Phi a family of open sourced AI models developed by Microsoft. Phi…☆3,687Updated this week
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,353Feb 20, 2026Updated last week
- Tensor library for machine learning☆14,152Updated this week
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,947Updated this week
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆12,938Updated this week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,033Jan 23, 2026Updated last month
- Universal LLM Deployment Engine with ML Compilation☆22,061Feb 18, 2026Updated last week
- Transformer related optimization, including BERT, GPT☆6,394Mar 27, 2024Updated last year
- SGLang is a high-performance serving framework for large language models and multimodal models.☆23,658Updated this week
- Fast inference engine for Transformer models☆4,326Feb 4, 2026Updated 3 weeks ago
- Visualizer for neural network, deep learning and machine learning models☆32,465Updated this week