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README.md
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---
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list:
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- name: content
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dtype: string
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- name: role
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dtype: string
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- name: ability
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dtype: large_string
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- name: reward_model
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struct:
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- name: ground_truth
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dtype: string
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- name: style
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dtype: string
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- name: extra_info
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struct:
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- name: difficulty
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dtype: int64
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- name: index
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dtype: int64
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- name: numbers
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list: int64
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- name: split
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dtype: string
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- name: target
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dtype: int64
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splits:
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- name: train
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num_bytes: 2632641
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num_examples: 5000
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download_size: 178758
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dataset_size: 2632641
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configs:
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- config_name: default
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data_files:
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- split: train
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path: data/train-*
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---
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license: mit
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tags:
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- multiplex-thinking
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- countdown
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- input-data
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---
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# multiplex-countdown-train-data-v1
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Countdown d4-d5 training data for multiplex-thinking-countdown experiment. 5000 problems with 5 numbers, targets 100-500, minimum 2 operations required.
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## Dataset Info
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- **Rows**: 5000
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- **Columns**: 5
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## Columns
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| Column | Type | Description |
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|--------|------|-------------|
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| data_source | Value('large_string') | Task source identifier (countdown) |
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| prompt | List({'content': Value('string'), 'role': Value('string')}) | Chat-formatted prompt with system + user messages |
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| ability | Value('large_string') | Task ability type |
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| reward_model | {'ground_truth': Value('string'), 'style': Value('string')} | Ground truth info for reward calculation |
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| extra_info | {'difficulty': Value('int64'), 'index': Value('int64'), 'numbers': List(Value('int64')), 'split': Value('string'), 'target': Value('int64')} | Additional metadata (target number, available numbers) |
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## Generation Parameters
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```json
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{
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"script_name": "generate_countdown_data.py",
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"description": "Countdown d4-d5 training data for multiplex-thinking-countdown experiment. 5000 problems with 5 numbers, targets 100-500, minimum 2 operations required.",
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"model": "deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
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"hyperparameters": {},
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"input_datasets": []
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}
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```
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## Experiment Documentation
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For complete experiment details, see [https://github.com/Zayne-sprague/SC-Research-Notes/tree/main/experiments/multiplex-thinking-countdown](https://github.com/Zayne-sprague/SC-Research-Notes/tree/main/experiments/multiplex-thinking-countdown)
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## Usage
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```python
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from datasets import load_dataset
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dataset = load_dataset("reasoning-degeneration-dev/multiplex-countdown-train-data-v1", split="train")
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print(f"Loaded {len(dataset)} rows")
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```
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---
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*This dataset is tracked in [reasoning-degeneration-dev/PROJECT-MANIFEST](https://huggingface.co/datasets/reasoning-degeneration-dev/PROJECT-MANIFEST)*
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