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notorch ariannamethod/notorch

neural networks in pure C

https://ariannamethod.com β†—
HEALTH ? 89 / Healthy
// solo builder// hidden gem diffusionggufllamallmmachinelearningneural-networkstermuxtorchtrainingvision ?
04-2026 Β· today Β· ariannamethod
β˜…29 Share View on GitHub β†—

// stats

last commit today
latest release 5mo ago
releases (90d) 0
open issues 0
closed issues 0
forks 5
watchers 0
contributors 6
created 2026-04-06 13:19
discussions 1

// readme

notorch β€” Neural Networks In Pure C | by Arianna Method

Read the Arianna Method Manifesto first. This repository is governed by it.

β€œfuck torch” β€” the header file


table of contents

  • what
  • why
  • the funeral
  • run a model
  • train a model
  • architecture
  • what’s inside
  • operations
  • optimizers
  • bit-level precision β€” BitNet b1.58
  • SwiGLU FFN
  • SPA β€” Sentence Phonon Attention
  • SPA β€” Sentence Phonon Agent
  • LoRA / adapter training
  • BLAS inference API
  • audio, sampling and organism-owned values
  • alignment training β€” DPO / GRPO / distillation
  • autograd
  • example: training a model in C
  • building
  • running tests -…
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