nvidia/Qwen3.6-35B-A3B-NVFP4
nvidia/Qwen3.6-35B-A3B-NVFP4
credit: NVIDIA
input tok/s174.6
decode tok/s660.3
per-agent tok/s20.6
agent Pareto32 · NVIDIA GB10
NVFP4 (W4A16) + FP8 attn · vLLM 0.23.0, modelopt NVFP4+FP8, MARLIN MoE · context-calibrated team of 32 · 20-min timed production loop · Download on Hugging Face ↗.
model dossier
Model sheet
Playable artifacts and benchmark context for this model page.
Road Hopper
1 builds
Robot-Filled Maze Shooter
1 builds
Ribbit Rush
0 builds
- Builds
- 2 recorded outputs
- Method
- team 32 / 20-min build
- Runtime
- vLLM 0.23.0, modelopt NVFP4+FP8, MARLIN MoE
- Quant
- NVFP4 (W4A16) + FP8 attn
- Bench
- 32 agents / 660.3 decode tok/sec
benchmark sheet
Throughput profile
input tok/s174.6
decode tok/s660.3
per-agent tok/s20.6
agent Pareto32 · NVIDIA GB10
aggregate decode tok/secper-agent tok/sechighlight = selected fleet
1 agents77.3 dec77.3/agent · 20.2 in
2 agents123.4 dec61.7/agent · 32.3 in
4 agents194.4 dec48.7/agent · 50.9 in
8 agents337.5 dec42.2/agent · 88.3 in
16 agents489.3 dec30.6/agent · 128.8 in
32 agents660.3 dec20.6/agent · 174.6 in
Highlighted row is the selected build fleet / Pareto knee.
Raw sweep table
| agents | prompt_t/s | agg_gen_t/s | per_agent_gen_t/s | wall_s |
|---|---|---|---|---|
| 1 | 20.2 | 77.3 | 77.3 | 3.31 |
| 2 | 32.3 | 123.4 | 61.7 | 4.15 |
| 4 | 50.9 | 194.4 | 48.7 | 5.27 |
| 8 | 88.3 | 337.5 | 42.2 | 6.07 |
| 16 | 128.8 | 489.3 | 30.6 | 8.37 |
| 32 | 174.6 | 660.3 | 20.6 | 12.41 |
production sheet
Teamwork build
No fan-out: a 32-agent team collaborates on ONE game for a 20-minute timed loop — a lead assigns focus areas, workers improve in parallel, a merger integrates the best, validated each round so it never regresses. Team size comes from the context/teamwork Pareto (single-agent footprint × 1.10 → agents that fit the window). Methodology ↗.
| Game | Score | Seed → Final | Assertions | Rounds | Seed → Final size | Build time |
|---|---|---|---|---|---|---|
| Road Hopper | 61.0 | 61.0 → 61.0 | 6/6 | 4 | 13 → 21 KB | 21 min |
| Robot-Filled Maze Shooter | 71.0 | 61.0 → 71.0 | 6/7 | 3 | 17 → 33 KB | 23 min |
Generated game outputs
Versions are listed first for selection. Embedded outputs remain below for direct review.
Road Hopper 1 versions
road_hopper_qwen36_35b_nvfp4_teamwork · Road Hopper · team buildfullscreen ↗ · compareRoad Hopper team build Qwen3.6-35B NVFP4
road_hopper_qwen36_35b_nvfp4_teamworkfullscreen ↗Robot-Filled Maze Shooter 1 versions
maze_qwen36_35b_nvfp4_teamwork · Robot-Filled Maze Shooter · team buildfullscreen ↗ · compareRobot-Filled Maze Shooter team build Qwen3.6-35B NVFP4
maze_qwen36_35b_nvfp4_teamworkfullscreen ↗