Datasetpublic

ZhengYu89/math-gsm8k-tool-routing

Math Tool Routing Dataset This dataset is a controlled educational mathematics tool-selection dataset constructed from MATH and GSM8K problems. Dataset Description The dataset contains prompts mapped to one of four educational tool labels: Step_solver Answer_checker Hint_generator Concept_generator It is designed for tool-selection fine-tuning, routing evaluation, and mechanistic interpretability analysis. Data Splits Split File Train… See the full description on the dataset page: https://huggingface.co/datasets/ZhengYu89/math-gsm8k-tool-routing.

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Dataset Card

Math Tool Routing Dataset

This dataset is a controlled educational mathematics tool-selection dataset constructed from MATH and GSM8K problems.

Dataset Description

The dataset contains prompts mapped to one of four educational tool labels:

—Step_solver
—Answer_checker
—Hint_generator
—Concept_generator

It is designed for tool-selection fine-tuning, routing evaluation, and mechanistic interpretability analysis.

Data Splits

Split	File
Train	`data/math_tool_routing_train.jsonl`
Validation	`data/math_tool_routing_validation.jsonl`
Contrastive	`data/math_tool_routing_contrastive.jsonl`

Fields

—problem_id
—source_dataset
—problem_text
—prompt
—tool_label
—reasoning_requirement
—difficulty_level
—is_contrastive
—pair_id
—distortion_type

Intended Use

This dataset is intended for research on educational tool routing, LoRA fine-tuning, and mechanistic interpretability of tool-selection behaviour.