Live · Hardware-first LLM research · $10,000 goal
Help us buy the hardware to push LLM inference further.
Hardware comes first. At the full goal, we'll add features and maximize Colibri-M3 and oxidize across low-end systems and high-end GPUs.
$0.58
of $10,000.00
$2,500.00
First research hardware
$5,000.00
Low-end optimization matrix
$10,000.00
New features and maximum speed across low-end hardware and high-end GPUs
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Hardware now
Acquire the systems needed to profile and validate the research.
Low-end speed
Maximize useful LLM performance on constrained hardware.
High-end GPUs
Add features and push throughput on powerful accelerators.
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Public work
Follow Colibri-M3 work, oxidize releases, and benchmark results on GitHub.
Zapdev-labs · Small-hardware LLM research fund
Verify our work on GitHub