Compute units, memory hierarchy, cache topology, ISA, and bandwidth characteristics feed directly into our optimization system.
Every kernel in our 1,000+ registry is reverse-engineered — its optimization strategies extracted and re-targeted to respect your hardware's unique features.
We define a comprehensive test suite covering every required function and operation. A generative model fills in every implementation, producing a complete, verified inference library for your hardware.
The generated library can target any language your stack requires — all driven by your hardware specs. No manual porting needed.
Every kernel from our registry, reverse-engineered for your hardware's features. Attention, GEMM, quantization, speculative decoding — all optimized.
A complete inference library for your hardware, in any language, generated automatically from a comprehensive test suite and your hardware specs.
Publish industry-leading inference benchmarks that prove your hardware's true AI capabilities to enterprise customers.
Every new model — text, vision, video, audio — is enabled on your hardware immediately. No waiting for manual kernel work.
Optimized kernels in registry
Faster time-to-market
vs. manual kernel developmentNew model support
Llama, Qwen, DeepSeek, GLM...Modalities supported
Text · Vision · Video · AudioOur generative coding agent builds a complete, test-backed inference library targeting your specific silicon — no manual porting, no language constraints. Including CUDA (H100) and MLX (Apple Silicon) today.
Tell us about your hardware. We'll follow up within one business day to discuss how Infinity can bring frontier AI inference to your silicon.
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