# penberg/titania

> A full stack for running the Qwen3-0.6B language model: custom GPU kernels, compiler, ISA, simulator, and a planned RTL GPU. Every layer is written from scratch and small enough for one person to read.

- Magnitude: 0.0 out of 10 — Steady
- Stars: 115 total · +0 stars on 2026-09-27 (UTC), ≈ 0 by evening
- Star trust: star growth looks organic
- Category: Language models · Language: Rust · License: MIT · Created: 2026-09-10 · Last push: 2026-09-14
- GitHub: https://github.com/penberg/titania · Page: https://gitnova.dev/en/r/penberg/titania

## Useful for

- Chat with Qwen3-0.6B locally via the titania run CLI
- Study how transformer kernels are compiled into Titania ISA instructions
- Run the model on the ISA simulator and inspect the disassembly of executing kernels

## Why it’s here

- The repository is 17 days old and already has 115 stars.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 14
- Issues and pull requests: 3
- Watchers: 2
- Average over the last week: 0 per day
- Usual pace: 7 per day

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-30 … 2026-10-29: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 14 days

09-14 4.8, 09-15 3.2, 09-16 1.8, 09-17 1.0, 09-18 0.9, 09-19 0.8, 09-20 1.0, 09-21 0.7, 09-22 0.5, 09-23 0.6, 09-24 0.1, 09-25 0.0, 09-26 0.0, 09-27 0.0

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-27 00:15 UTC, updated every 30 minutes.