Included files
model_meeny.knm ternary weights · PyTorch checkpoint · 6k tokenizer · WASM engine integration docs · license key
TinyLM model license
✨ meeny 2.0
A 6.2M-parameter ternary (1.58-bit) story model with clean grammar from a 6k vocab and knowledge distillation. Runs offline in a browser tab.
Parameters
6.2M
6.99 MB on disk
Bits-per-byte
0.519
best tiny storyteller in the family — clearly ahead of TinyStories-1M (0.707) and eeny (0.625)
Speed
~343 tok/s
in-browser, phone CPU, fully offline
Licensing
Free for personal, research, education and evaluation use — and commercial use is free under US$10K/yr product revenue. You only pay once your product makes money.
Free
$0
Personal, research, education, evaluation — and commercial under US$10K/yr product revenue.
Commercial — Annual
$49/yr · per product
One product or domain. All minor updates included.
Buy annual licenseCommercial — Lifetime
$99 once
One product or domain, forever. All 2.x updates included. No subscription.
Buy lifetime licensePurchasers in World Bank low- and lower-middle-income countries: use code PPP60 at checkout for 60% off. Effective: $19.60/yr annual · $39.60 lifetime. Scale deployments (over US$1M revenue or 100K MAU) need a custom license — sprappcom@gmail.com. Terms: Sprapp Model License v1.0 (SML-1.0).
What you get
Runs anywhere
Ships as model_meeny.knm for our Rust→WASM engine — SIMD int8 and ternary paths, works in any modern browser including phones, no GPU and no API.
Also in the family
⚡ eeny 2.0 — 999K, BPB 0.625, from $19/yr.
Ship meeny 2.0 in your product
Try it free today — pay only when your product earns more than US$10K/yr.