Arianna Method ariannamethod
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ariannamethod
/ molequla.c
Last active
February 21, 2026 22:01
molequla.c — a dependency-free, single-file, continually-learning GPT organism in pure C. ontogenesis (25K→10M params), immune system, consciousness, swarm ecology, delta adapters, BLAS acceleration. part of github.com/ariannamethod/molequla
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| //go:build ignore | |
| /* | |
| * molequla.c | |
| * A dependency-free, single-file, continually-learning GPT organism in pure C. | |
| * | |
| * Compile: gcc -O2 -o molequla molequla.c -lsqlite3 -lpthread -lm | |
| * With BLAS: gcc -O2 -DUSE_BLAS -o molequla molequla.c -lsqlite3 -lpthread -lm -lopenblas | |
| * macOS: gcc -O2 -DUSE_BLAS -o molequla molequla.c -lsqlite3 -lpthread -lm -framework Accelerate | |
| * |
ariannamethod
/ molequla.py
Last active
February 21, 2026 22:32
molequla.py — standalone GPT organism. the original reference implementation. single file, one dependency (numpy), continual learning, ontogenesis, hybrid attention, delta adapters, native gamma, consciousness features. legacy standalone — the distributed cognition version lives in the main repo with Go, C, JS, and Rust as the four elements. pyt…
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| #!/usr/bin/env python3 | |
| # -*- coding: utf-8 -*- | |
| """ | |
| molequla.py | |
| A single-file, async, continually-learning GPT organism. One dependency: numpy. | |
| - Trains on nonames.txt (one sentence per line) | |
| - Keeps SQLite memory (tiny chat loop) | |
| - Maintains a bounded corpus reservoir (never bloats) |
ariannamethod
/ index.html
Last active
February 21, 2026 12:29
molequla.js — a GPT organism that trains itself in your browser. Vector autograd, RoPE, SwiGLU, byte-level BPE, ontogenesis, immune system, swarm ecology. Zero dependencies. One script tag.
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| <!DOCTYPE html> | |
| <html lang="en"> | |
| <head> | |
| <meta charset="UTF-8"> | |
| <meta name="viewport" content="width=device-width, initial-scale=1.0"> | |
| <title>molequla.js — a GPT organism in your browser</title> | |
| </head> | |
| <body> | |
| <!-- | |
| molequla.html |