Maincode

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4 repositories

mainarch
Public
A from-scratch Rust inference stack for AMD GPUs that talks straight to the Linux kernel driver. No ROCm, HIP, or HSA runtime. Serves OLMo 2 on MI355X.
rust amd gpu
rust amd gpu kernel-driver amdgpu inference-engine cdna llm-inference olmo mi355x
Rust
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Apache License 2.0
•2•21•0•0•Updated Aug 15, 2026Aug 15, 2026
from-tin-to-tokens
Public
A free textbook on building an LLM inference stack from scratch in Rust.
rust machine-learning book
rust machine-learning book gpu inference systems-programming llm
Creative Commons Attribution 4.0 International
•0•26•0•0•Updated Aug 13, 2026Aug 13, 2026
devcontainer-features
Public
Maincode Dev Container Features, including Matilda Code CLI
Shell
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MIT License
•0•1•0•0•Updated Jul 27, 2026Jul 27, 2026
mainrun
Public
Maincode's LLM Training Optimization Assessment
Python
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Other
•40•15•0•4•Updated Sep 9, 2025Sep 9, 2025

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