Pungyo Twin (풍요 쌍발) — Run Qwen3.6-35B-A3B stably on an 8GB laptop
램을 풍요롭게 — Run big. Keep your memory abundant.
✅ It works, and it stays up. Single self-contained binary. Stability-first
profile: more memory headroom, fewer out-of-memory failures under load.
This repository is not a model release.
Model weights are not included.
The internal mechanism is not disclosed.
Single vs Twin (measured, 8GB laptop)
profile
speed
VRAM
goal
Pungyo (single)
~33.27 tok/s
~7 GB (tight)
max speed
Pungyo Twin
~28.50 tok/s
~3.7 GB (headroom)
stability
Twin nearly halves VRAM pressure (7 → 3.7 GB) for ~14% less speed, so the
model is far less likely to crash (OOM) during longer or heavier runs. Still
one model.
Measured on Qwen3.6-35B-A3B (Q4_K_M, user-provided GGUF), 2026-05-30,
245-token steady-state.
How does it work?
Not explained here. The mechanism is covered by patent-filed technology
(application filed, KR). This release only demonstrates that it works and
stays stable — it does not disclose how.
Download Pungyo-Qwen36-Twin-Public-Verification-20260530.zip from this repo, unzip.
Run:
.\bin\pungyo.exe "path\to\Qwen3.6-35B-A3B.gguf" "Hello, my name is" wireframe
The wireframe argument selects the twin (stability) profile. No setup, no
separate llama.cpp install. Operating point chosen in memory, never on the
command line.
Requirements
Windows 10/11
NVIDIA RTX-class 8GB VRAM GPU (or compatible), CUDA driver installed
32 GB system memory recommended
a user-provided Qwen3.6 35B-A3B compatible GGUF
(Bundled in the ZIP: bin\pungyo.exe, bin\cublas64_13.dll, bin\cublasLt64_13.dll. CUDA runtime libraries are included; you do NOT need the CUDA toolkit installed.)
Built from llama.cpp / ik_llama.cpp (MIT): see LICENSE-LLAMACPP.
Qwen base model (not included): see LICENSE-QWEN.
License scope separation: see NOTICE.md.
Patent Notice
Pungyo Twin relates to patent-filed technology by Myeong Jun Jo (application filed, KR).
It is provided as an observable public verification artifact, not as an
internal implementation disclosure. Commercial or patent licensing inquiries:
koing754@gmail.com
