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GPU-optimized AI

Intelligent innovation, at GPU speed.

NumiFlux builds AI products for image, video, audio and data, along with the tools that make model inference faster and leaner.

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InferenceOptimization tooling
QuantizationTesting & analysis
Media & dataAI products
Models in BF16, FP8 and NF4 flow through an optimized GPU into image, video, audio and data outputs MODELFP32 MODELBF16 QUANTFP8 QUANTNF4 OPTIMIZE · MEASURE Image Video Audio Data THROUGHPUT

Model inference

Explore advanced AI model inference capabilities

We build tools for optimizing and testing model inference: quantized formats, custom GPU kernels, and runtimes such as TensorRT. The aim is faster, more efficient models for real-time AI applications.

  • Continuous testingA robust framework that re-runs models as they change, so regressions surface early.
  • Comprehensive metricsIn-depth analysis of pre- and post-quantized models across GPU SKUs and compute capabilities.
  • Interconnected systemsInference systems linked together so data flows between them seamlessly.
TensorRTCustom kernelsBF16FP8NF4Multi-GPU
Inference pipeline: source model, quantize, build an optimized engine, test custom kernels, benchmark across GPU compute capabilities 01 SOURCEModel weights 02 QUANTIZEBF16 · FP8 · NF4 03 BUILDOptimized engine 04 KERNELSCustom GPU ops 05 MEASUREMetrics & analysis GPU MATRIX pre vs. post quantization PRE POST sm_80sm_86sm_89sm_90 latency · throughput · memory CONTINUOUS · REPEATABLE · COMPARABLE

Image workflow handling

Campaign-ready imagery, at scale.

A comprehensive suite of image processing capabilities and workflows designed to meet diverse needs, including the creation and management of advertising campaign assets.

Campaign image: model in an orange suit, warm studio lighting
Campaign image, lighting variation 2
Campaign image, lighting variation 3
Campaign image, lighting variation 4
Campaign image: model in an orange suit against a peach backdrop
Campaign image, lighting variation 6
Campaign image, lighting variation 7
Campaign image, lighting variation 8
Campaign image, lighting variation 9
Campaign image, lighting variation 10

Image campaigns · lighting & color correction

Products

AI products across every medium.

Image, video, audio and data, each built on the same GPU-optimized foundation.

01

Image AI

AI products for the image space, including album and bulk/batch image handling.

02

Video AI

Upscale, add closed captions and transform your videos with AI products built for the video space.

03

Audio AI

Format conversion, automated checking, Text To Speech (TTS), and previews of your songs and podcasts across streaming services at various bit-rates before release.

04

Data AI

Add unique intelligence to data with interactive reports and exploration of novel questions, surfacing patterns that aren't immediately obvious.

Data Explorer

See what the numbers aren't saying.

Our Data Explorer turns dense series into interactive graphs and tables, so you can ask new questions and find meaningful insights faster.

data-explorer
Data Explorer screen showing an interactive graph of U.S. core CPI and a data table
Data Explorer screen

About us

Transforming industries with advanced AI.

NumiFlux is dedicated to transforming industries with advanced AI products.

Using GPU-optimized computing, we harness the full potential of modern hardware to deliver next-generation experiences through easy-to-understand interfaces. Our aim is powerful, data-driven insight and innovative applications.

GPU-optimizedModern hardware, fully used
Data-drivenInsights you can act on
ApproachableInterfaces that explain themselves
Illustration of the NumiFlux flux generator: glowing energy coils in an X-shaped housing
Flux generator

Contact us

Questions about our products?

Send us a message about our models, inference tooling or any of our image, video, audio and data products.

  • Inference toolingQuantization, kernel testing and GPU benchmarking.
  • Media & data productsImage, video, audio and data AI products.

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