| --- |
| license: mit |
| pretty_name: Math Solution Step Verification |
| language: |
| - en |
| task_categories: |
| - text-classification |
| - text-generation |
| tags: |
| - adaption |
| - autoscientist |
| - sft |
| - instruction-tuning |
| - fine-tuning |
| - math |
| - process-reward |
| - verification |
| size_categories: |
| - 10K<n<100K |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data.parquet |
| source_datasets: |
| - openai/prm800k |
| - HuggingFaceH4/prm800k-trl-dedup |
| --- |
| |
| # Math Solution Step Verification |
|
|
| Judge whether a step in a worked maths solution is correct, from human step-level labels. |
|
|
| | | | |
| |---|---| |
| | Rows | 10,969 | |
| | Domain | mathematics | |
| | Format | `data.parquet`, one row per example | |
| | Licence | mit | |
| | Built for | supervised fine-tuning (SFT) experiments on [Adaption](https://adaptionlabs.ai) AutoScientist | |
|
|
| ## Columns |
|
|
| | Column | Description | |
| |---|---| |
| | `original_prompt` | The prompt (user turn) as uploaded. | |
| | `original_completion` | The target response as uploaded. | |
| | `enhanced_prompt` | Empty in this dataset. | |
| | `enhanced_completion` | Empty in this dataset. | |
|
|
| ## How it was built |
|
|
| Built from PRM800K (via the TRL-deduplicated copy); the `explained` variant adds a written justification. |
|
|
| ## Sources and licence |
|
|
| - [PRM800K](https://huggingface.co/datasets/openai/prm800k) (MIT) |
| - [HuggingFaceH4/prm800k-trl-dedup](https://huggingface.co/datasets/HuggingFaceH4/prm800k-trl-dedup) (MIT) |
|
|
| ## Notes |
|
|
| - Columns `enhanced_prompt`, `enhanced_completion` are empty in this dataset (the Adaption export reserves them for rewritten text). |
|
|
| ## Loading |
|
|
| ```python |
| from datasets import load_dataset |
| ds = load_dataset("rodriguescarson/adaption-math-verify-explained", split="train") |
| ``` |
|
|
| ```python |
| import pandas as pd |
| df = pd.read_parquet("hf://datasets/rodriguescarson/adaption-math-verify-explained/data.parquet") |
| ``` |
|
|
| Published by [Carson Rodrigues](https://carsonrodrigues.com) ([Hugging Face](https://huggingface.co/rodriguescarson), [Kaggle](https://www.kaggle.com/carsonrodrigues)). |
|
|
