Dataset research report
Openthoughts 114K research report
A reproducible data report with schema notes, generated chart evidence, suggested follow-up questions, and export-ready Helix queries.
Executive Summary
[!NOTE] We have released a paper for OpenThoughts! See our paper here. Open-Thoughts-114k Open synthetic reasoning dataset with 114k high-quality examples covering math, science, code, and puzzles! Inspect the content with rich formatting with Curator Viewer. Available Subsets default subset containing ready-to-train data used to finetune the OpenThinker-7B and OpenThinker-32B models: ds = load_dataset("open-thoughts/OpenThoughts-114k", split="train")… See the full description on the dataset page: https://huggingface.co/datasets/open-thoughts/OpenThoughts-114k.
Follow-Up Queries
Preview Rows
| # | systemtext | conversationstext |
|---|---|---|
| 1 | Your role as an assistant involves thoroughly exploring questions through a systematic long thinking process before providing the final pre… | [{'from': 'user', 'value': 'Generate an executable Python function generated from the given prompt. The function should take stdin as input… |
| 2 | Your role as an assistant involves thoroughly exploring questions through a systematic long thinking process before providing the final pre… | [{'from': 'user', 'value': 'Generate an executable Python function generated from the given prompt. The function should take stdin as input… |
| 3 | Your role as an assistant involves thoroughly exploring questions through a systematic long thinking process before providing the final pre… | [{'from': 'user', 'value': "Generate an executable Python function generated from the given prompt. The function should take stdin as input… |
| 4 | Your role as an assistant involves thoroughly exploring questions through a systematic long thinking process before providing the final pre… | [{'from': 'user', 'value': 'Generate an executable Python function generated from the given prompt. The function should take stdin as input… |
| 5 | Your role as an assistant involves thoroughly exploring questions through a systematic long thinking process before providing the final pre… | [{'from': 'user', 'value': 'Generate an executable Python function generated from the given prompt. The function should take stdin as input… |
| 6 | Your role as an assistant involves thoroughly exploring questions through a systematic long thinking process before providing the final pre… | [{'from': 'user', 'value': 'Generate an executable Python function generated from the given prompt. The function should take stdin as input… |
Data Dictionary
- system categorical
- conversations mixed
Method And Limits
- Load the catalog entry and preview rows from the processed dataset file.
- Infer numeric, categorical, time, and location fields from real columns.
- Generate a small set of defensive Plotly chart specifications from that profile.
- Expose each chart idea as a query link so the report can be rerun or exported in Helix.
This report is intentionally reproducible. It uses the local catalog metadata and generated chart specifications rather than claiming external conclusions beyond the dataset.