Northstar Aurora

NorthStar Aurora is a touch-first Christmas light show engine โ€” it composes, sequences, and streams pixel-mapped lighting effects to Falcon F16 controllers over E1.31/DDP. The AI side of the project (Aurora AI) fine-tunes large language models to compose original light shows from audio input.

What lives here on Hugging Face:

  • Benchmark and reproducibility data from training/inference workloads on consumer-grade AMD hardware (Strix Halo / gfx1151)
  • Eventually: open-sourced fine-tunes once their training pipelines are fully reproducible from public data

Related work:

  • strix-halo-llm-finetune-guide โ€” the production guide for the hardware platform we train on. Everything from kernel patches through training scripts, with the troubleshooting record from six months of daily-driving the box
  • Paul Durkin (@H34v3nzC0d3x) โ€” the human behind the work

Most of our model and dataset repos are kept private; the public ones are the pieces directly useful to the broader Strix Halo and open-LLM communities.

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