Research preview

Constellation LM Playground

From-scratch 44M-param decoder research preview.

This is a research model that hallucinates freely on factual questions. It's here to show architecture, not to answer correctly.

Lineage

val_ppl trajectory

~40

val perplexity

Tiny corpus, no conditioning. Proof the stack compiled.

loaded

6.86

val perplexity

V5 — 9 sources, first conversational coherence

V5.5

loaded

training

val perplexity

V5.5 — 14 sources, 25x data scaling test (latest epoch)

Version

Intent

Mode

Dim focus

Chat mode — experimental, single-turn model fed multi-turn context

Prompt

Tipper — Android Companion

beta

On-device code editor and build engine with an accessibility service for live UI automation. Pairs over Tailscale, self-updates from the dev server. Sideload only — Android 10+.

tipper-bridge.apk · 6.9 MB