Audience
ML infrastructure engineers and researchers seeking a tool offering a deployment framework for GPUs or heterogeneous devices
About Luminal
Luminal is a machine-learning framework built for speed, simplicity, and composability, focusing on static graphs and compiler-based optimization to deliver high performance even for complex neural networks. It compiles models into minimal “primops” (only 12 primitive operations) and then applies compiler passes to replace those with device-specific optimized kernels, enabling efficient execution on GPU or other backends. It supports modules (building blocks of networks with a standard forward API) and the GraphTensor interface (typed tensors and graphs at compile time) for model definition and execution. Luminal’s core remains intentionally small and hackable, with extensibility via external compilers for datatypes, devices, training, quantization, and more. Quick-start guidance shows how to clone the repo, build a “Hello World” example, or run a larger model like LLaMA 3 using GPU features.
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Company Information
Luminal
United States
luminalai.com
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Product Details
Platforms Supported
Cloud
On-Premises
Training
Documentation
Live Online
Support
Online
Luminal Frequently Asked Questions
Q: What kinds of users and organization types does Luminal work with?
Luminal works with these users and organization types: Mid Size Business, Small Business, Enterprise, Freelance, Nonprofit, Government, and Startup.
Q: What languages does Luminal support in their product?
Luminal supports these languages: English.
Q: What kind of support options does Luminal offer?
Luminal offers support via online.
Q: What other applications or services does Luminal integrate with?
Luminal integrates with: Hugging Face and Llama 3.
Q: Does Luminal have an API?
Yes, Luminal has an API.
Q: What type of training does Luminal provide?
Luminal provides training in the form of documentation and live online.
