HER Hack-Astron #4 — Domux smart-home real-world case challenge (¥500 + prizes)

[FenjuFu]

Her Code, Her Impact. HER Hack-Astron is a weekly, real-contribution open-source challenge run by iFLYTEK Open Source · the Astron ecosystem. Season #4 features Domux, our newly open-sourced smart-home model on Hugging Face.

👉 Challenge: iflytek/domux#20

What is Domux?

iFlytekOpenSource/Domux is an open smart-home command-understanding model (Gemma-based) that turns a natural-language request into structured intent + slots — handling multi-device, multi-room, multi-action instructions with omitted context. It ships weights, a 4,057-example evaluation set, and a Quick Start for vLLM / SGLang structured output.

The challenge

Run Domux for real — inference, evaluation, quantization, training, or integration — and write it up as a reproducible case. Publish the full run (inputs, raw outputs, environment, screenshots/logs) to the Domux Hugging Face Discussions, then submit it via PR into iflytek/domux cases/.

Pick a track (one or combine)

Official Quick-Start reproduction (vLLM/SGLang · structured output) · complex smart-home commands · robustness (dialect / ASR noise / code-switching / negation) · accessibility (elderly / children / low-vision) · open evaluation (4,057 cases · Slot/Intent F1) · on-device efficiency (quantization / latency / VRAM) · safety boundaries (ambiguity / confirmation / safe refusal) · data & training (SFT/GRPO · reward functions) · real integration (home control / agent / automation) · before-after (vs rules / other models / base Gemma).

Rewards

• Winner (1): ¥500 cash + the title HER Hack-Astron 讨论：awesome 站 Demo 导航中 astron-agent 指向 Zeabur 部署入口，是否继续长期维护此类开源 Demo？ #4 Champion
• Outstanding contribution (several): Astron swag pack / Loomy 5,000 credits / Luckin coffee voucher (one of)

Timeline

• Open: Aug 24 · Contest: Aug 24 – Aug 30 · Judging & payout: Aug 31 – Sep 6

How to submit

1. Accept the Gemma Terms of Use on the model page; log in with the official hf CLI.
2. hf download iFlytekOpenSource/Domux --revision <commit-sha> — pin a fixed revision for reproducibility.
3. Run a real experiment; keep public, redacted logs / inputs / raw outputs / environment / screenshots.
4. Open a public post in Domux HF Discussions, titled [HER Hack-Astron #4] <case name>.
5. Fork iflytek/domux, copy cases/TEMPLATE to cases/<case-id>, fill every field; channels must be the Discussion link only.
6. Open a PR titled [case] <case-id> - <one-line result>; write Ref #20 in the description (not Closes — one case must not close the whole event).

Hard rules: the only valid publish channel is Domux HF Discussions; GitHub PRs must not include weight files (safetensors/GGUF/PT/CKPT); report honest metrics (sample size, method, warm-up, environment) and include failures, limits, and safety boundaries.

Eligibility

For teams, we encourage women contributors to be ≥ 50% of the actual commits and Co-authored-by records. Judging weighs real-usage evidence, reproducibility, smart-home value & innovation, metrics/failure-analysis/safety awareness, and how much the Discussion helps the next user.

Links

• Challenge: HER Hack-Astron #4｜Domux 智能家居真实使用案例挑战赛 domux#20
• Model: https://huggingface.co/iFlytekOpenSource/Domux
• Publish channel (HF Discussions): https://huggingface.co/iFlytekOpenSource/Domux/discussions
• Case guide & template: https://github.com/iflytek/domux/blob/main/cases/README.md

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Organizer: iFLYTEK Open Source · Astron open-source ecosystem.
Partners (no particular order): AGIVilla · Datawhale · Dora SSR · GoodActionHub · HerStory · KHub · NGO 2.0 · TECH4GOOD · WaytoAGI · Keyourui · Chaoyuezhilu · Qutansuo · Shiou · Youleneng · AtomCraft · Longwan · Pancrepal · Chengshi OPC · Wild CEO Club · Wild Intelligence · MoonBit · openKylin.

Her Code, Her Impact. — ship a real, reproducible smart-home case. 🙌