Public wallets · Hardware-first LLM research · $10,000 goal

Help us buy the hardware to push LLM inference further.

Hardware comes first. Every confirmed contribution stays visible in the public ledger while we push Colibri-M3 and the C11 Oxidize runtime across low-end systems and high-end GPUs.

$0.74

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

Latest confirmed transfers into the lab wallets.

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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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Follow Colibri-M3 work, oxidize releases, and benchmark results on GitHub.

Zapdev-labs · Small-hardware LLM research fund

Verify our work on GitHub