messages listlengths 3 3 | correct bool 2
classes | difficulty stringclasses 3
values |
|---|---|---|
[
{
"content": "You solve Countdown number puzzles using +, -, and *. Show your work, then give your final answer as an expression = TARGET.",
"role": "system"
},
{
"content": "Numbers: [18, 38, 30, 27, 15]\nTarget: 174\nCombine the numbers using +, -, and * to reach the target. Each number can be use... | true | hard |
[
{
"content": "You solve Countdown number puzzles using +, -, and *. Show your work, then give your final answer as an expression = TARGET.",
"role": "system"
},
{
"content": "Numbers: [10, 22, 8, 20, 15]\nTarget: 57\nCombine the numbers using +, -, and * to reach the target. Each number can be used ... | true | medium |
[
{
"content": "You solve Countdown number puzzles using +, -, and *. Show your work, then give your final answer as an expression = TARGET.",
"role": "system"
},
{
"content": "Numbers: [7, 2, 4, 14, 15]\nTarget: 24\nCombine the numbers using +, -, and * to reach the target. Each number can be used at... | true | easy |
[
{
"content": "You solve Countdown number puzzles using +, -, and *. Show your work, then give your final answer as an expression = TARGET.",
"role": "system"
},
{
"content": "Numbers: [27, 36, 22, 29, 6]\nTarget: 177\nCombine the numbers using +, -, and * to reach the target. Each number can be used... | true | hard |
[
{
"content": "You solve Countdown number puzzles using +, -, and *. Show your work, then give your final answer as an expression = TARGET.",
"role": "system"
},
{
"content": "Numbers: [2, 11, 14, 14, 2]\nTarget: 74\nCombine the numbers using +, -, and * to reach the target. Each number can be used a... | true | easy |
[{"content":"You solve Countdown number puzzles using +, -, and *. Show your work, then give your fi(...TRUNCATED) | true | hard |
[{"content":"You solve Countdown number puzzles using +, -, and *. Show your work, then give your fi(...TRUNCATED) | true | hard |
[{"content":"You solve Countdown number puzzles using +, -, and *. Show your work, then give your fi(...TRUNCATED) | true | medium |
[{"content":"You solve Countdown number puzzles using +, -, and *. Show your work, then give your fi(...TRUNCATED) | true | hard |
[{"content":"You solve Countdown number puzzles using +, -, and *. Show your work, then give your fi(...TRUNCATED) | true | medium |
End of preview. Expand in Data Studio
wmc-sft-baseline-v2
SFT warmup dataset for baseline GRPO condition. 1200 Countdown problems (5 numbers, +/-/*) solved by Qwen3-1.7B with 32k token generation. Contains full untruncated reasoning traces. No confidence tags.
Dataset Info
- Rows: 1200
- Columns: 3
Columns
| Column | Type | Description |
|---|---|---|
| messages | List({'content': Value('string'), 'role': Value('string')}) | Chat-format conversation (system, user, assistant). System sets task format, user provides numbers/target, assistant contains full reasoning trace in tags followed by answer. |
| correct | Value('bool') | Boolean indicating whether the model's final expression evaluates to the target number. |
| difficulty | Value('string') | Problem difficulty tier: easy, medium, or hard (based on number count and operator complexity). |
Generation Parameters
{
"script_name": "generate_sft_data.py",
"model": "Qwen/Qwen3-1.7B",
"description": "SFT warmup dataset for baseline GRPO condition. 1200 Countdown problems (5 numbers, +/-/*) solved by Qwen3-1.7B with 32k token generation. Contains full untruncated reasoning traces. No confidence tags.",
"hyperparameters": {
"temperature": 0.7,
"max_tokens": 32768,
"top_p": 0.9
},
"input_datasets": []
}
Experiment Documentation
For complete experiment details, see https://github.com/Zayne-sprague/SC-Research-Notes/tree/main/experiments/world-model-curiosity
Usage
from datasets import load_dataset
dataset = load_dataset("reasoning-degeneration-dev/wmc-sft-baseline-v2", split="train")
print(f"Loaded {len(dataset)} rows")
This dataset is tracked in reasoning-degeneration-dev/PROJECT-MANIFEST
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