MNN alternatives

The 12 products closest to MNN in what they do and who they're for, best match first.

ncnn — No runtime dependencies and supports CPU and Vulkan GPU backends. (Code, Free)
fal — Access 1,000+ generative models and high-performance serverless GPUs. (Code, Paid)
LMDeploy — Accelerates inference with high-performance engines and quantization tools. (Code, Free)
TensorRT — Speeds up inference by 36X compared to CPU-only platforms. (Code, Free)
Strata — Runs large AI models locally on consumer gaming PCs without server reliance. (Code, Free)
Cube Studio — An open source, end-to-end platform for MLOps and distributed model training. (Code, Free)
llm-d — Deploys production-grade LLM serving on existing hardware clusters. (Code, Free)
AirLLM — Runs massive 70B+ parameter models on small 4GB consumer GPUs. (Code, Free)
BitNet — Runs 1-bit models on CPUs and GPUs with significantly reduced energy consumption. (Code, Free)
ort — Provides an ergonomic Rust API for running high-performance ONNX models. (Code, Free)
AI/ML API — Access over 1000 AI models using one standard OpenAI-compatible API schema. (Code, Freemium)
MTPLX — It runs local models twice as fast via native MTP speculative decoding. (Code, Free)