The Best libonnx Alternatives in 2026

A Rust inference engine for GGUF models, Shimmy uses WebGPU and supports the OpenAI API.

NVIDIA Triton Inference Server provides an inference solution for deploying models in cloud and edge environments.

Sonar provides large-scale inference for language models through the project hosted in this repository.

Deploy generative and predictive AI models on Kubernetes with KServe’s distributed inference platform.

KServe provides distributed inference for generative and predictive AI models on Kubernetes.

Jina Serve helps developers build multimodal AI applications with cloud-native tools.

FedML supports distributed model training, model serving, and federated learning, with a scheduler for AI jobs across cloud and local clusters.

bitsandbytes enables large language models in PyTorch using k-bit quantization.

GraphPipe provides a protocol and software for deploying machine learning models separately from their frameworks.

NobodyWho runs language models locally through an inference engine designed for efficient operation across devices.

Run image model inference with FLUX through the official repository from Black Forest Labs.

CTranslate2 provides a C++ and Python inference engine for transformer models.

LLMKube runs self hosted LLM inference across heterogeneous GPU fleets using Kubernetes and several model runtimes.

ANEE wraps pretrained transformer inference with an energy budget and early exits inside model execution.

PowerInfer supports serving large language models for local deployment and inference.

BitNet provides an inference framework for one-bit large language models.

MindSpore provides a deep learning framework for training and inference across mobile, edge, and cloud scenarios.

PrivateGPT provides an API layer for local model based AI applications, including RAG, tools, MCP, and text to SQL.

GPUStack manages GPU clusters for serving AI models and provides on demand GPU instances accessible through SSH.

OpenLLM runs open-source language models as cloud API endpoints compatible with OpenAI clients.