competition
Improve the math reasoning capabilities of a 4B model using post-training and inference-time techniques — no external APIs, tools, or second model at inference time.
943
Maths questions
Qwen3–4B
74.5%
COMPUTE / RECORD
The burn — by the numbers
<think>213,000,000</think>
reasoning tokens generated
- generated
- 5,309responses
- NVIDIA A30
- 1GPU
- GPU inference
- 258hours
THE DATASET
943 math questions.
MCQone answermulti answer
algebra255
prob / stats182
geometry105
calculus91
applied word90
arithmetic84
number theory74
combinatorics62
sources
SuperGPQA · UGMathBench
licence
CC BY-NC-SA 4.0
THE MODEL
Qwen3–4B.
mode
Thinking.
<think>
8 can't be right. I'll check the ratio. Let me try graphing it.
</think>