--- title: Qwopus 3.6 35B-A3B Coder — Deck emoji: ⚙️ colorFrom: yellow colorTo: pink sdk: static app_file: index.html pinned: false license: apache-2.0 tags: - presentation - slides - showcase - qwopus - qwen3.5 - coder - neobrutalism --- # ⚙️ Qwopus 3.6 35B-A3B Coder — Interactive Deck A single-file, **interactive animated slide deck** introducing **Qwopus 3.6 35B-A3B Coder** — a thinking-off agentic coding model (35B total / ~3B active MoE). **The deck was generated by the model itself** — built through an [OpenCode](https://opencode.ai) agentic loop, with **thinking disabled**, running locally on a single RTX 5090. Neobrutalist aesthetic, inline-SVG vector graphics, animated counters and charts throughout. ## ▶️ How to view - **← / →** or **Spacebar** — next / previous slide - **On-screen PREV / NEXT buttons** and **progress dots** - **Touch:** tap the right half to advance, the left half to go back ## 📑 The 10 slides 1. Title · 2. What it is · 3. Why thinking-off wins · 4. **SWE-bench Verified (thinking-off)** · 5. Token efficiency · 6. Head-to-head vs a peer model · 7. Why thinking-off (the mechanism) · 8. It ships (a full RTS — and this deck) · 9. How to run it · 10. Closing. ## 🛠️ How it was made Served via `llama-server` (llama.cpp) with the bundled NextN/MTP head for self-speculative decoding (~250 tok/s), exposed over an OpenAI-compatible endpoint. OpenCode was pointed at the local server and the model wrote the whole single-file deck — HTML, CSS, JS, and inline SVG — by reading and editing the file with tools. ## 🔗 Related & credits - ▶ **Play the RTS game it built:** [AETHER DOMINION](https://huggingface.co/spaces/KyleHessling1/aether-dominion-qwopus36-35b-coder) — a full single-file sci-fi RTS, also generated by the model in OpenCode. - 🤗 **Model — Jackrong:** [huggingface.co/Jackrong](https://huggingface.co/Jackrong) - 🛠️ **Hardware & live testing — Kyle Hessling:** [@KyleHessling1](https://x.com/KyleHessling1) - 📊 **Benchmarks — Tom Turney:** [@no_stp_on_snek](https://x.com/no_stp_on_snek) - ⚡ Base: Qwen + Unsloth. --- *Built by Kyle Hessling with Qwopus 3.6 35B-A3B-Coder via OpenCode.*