datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
MedQA-USMLE-4-optionsOriginal dataset introduced by Jin et al. in What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams
Citation information:
@article{jin2020disease,
title={What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams},
author={Jin, Di and Pan, Eileen and Oufattole, Nassim and Weng, Wei-Hung and Fang, Hanyi and Szolovits, Peter},
journal={arXiv preprint arXiv:2009.13081},
year={2020}
}
MedQA-USMLE-4-options-hfOriginal dataset introduced by Jin et al. in What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams
Citation information:
@article{jin2020disease,
title={What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams},
author={Jin, Di and Pan, Eileen and Oufattole, Nassim and Weng, Wei-Hung and Fang, Hanyi and Szolovits, Peter},
journal={arXiv preprint arXiv:2009.13081},
year={2020}
}
india-index-options-1m
India Index & Options - 1-minute OHLC
1-minute OHLCV(+OI) bars for NSE/BSE index spot and option chains: NIFTY, BANKNIFTY, SENSEX (~2021-2026).
Powers the open-source TradeMarkk backtester (https://thetrademarkk.com).
Educational use only. Provided as-is, no warranty. Verify against official exchange data before relying on it.
Structure
index/{SYMBOL}.parquet - 1-min spot OHLC per index.
options/{SYMBOL}/{EXPIRY}.parquet - 1-min OHLC per option contract (with… See the full description on the dataset page: https://huggingface.co/datasets/thetrademarkk/india-index-options-1m.alpaca-options-dataagentic-ai-options-resultscrypto-options-surface
Crypto options surface and order books
Snapshots of listed options on Aevo, including marks, implied volatility, Greeks and a selected set of order books. The tables support analysis of volatility surfaces and the relationship between published marks and quoted prices.
Contents
Table
Record
options_surface
An instrument's strike, expiry, mark, forward, implied volatility and Greeks
options_order_book
Best bid and ask, available sizes and quoted… See the full description on the dataset page: https://huggingface.co/datasets/dataforge-labs/crypto-options-surface.MedQA-USMLE-4-options-hfequities_5m_options
Equities 5-Minute Options (Enriched)
Intraday 5-minute OHLCV bars for U.S. equity options contracts, with each
contract's strike, expiration, and side parsed from the OCC option symbol,
and the macro rate / inflation environment joined per row. Companion stock
dataset:
fabhaus/equities_5m_stockprices.
Dataset Summary
Asset class: U.S. listed equity options (calls and puts).
Bar interval: 5 minutes, timestamps in UTC (ISO-8601 with Z suffix).
Coverage window:… See the full description on the dataset page: https://huggingface.co/datasets/fabhaus/equities_5m_options.options-IV-SP500
Downloading the Options IV SP500 Dataset
This document will guide you through the steps to download the Options IV SP500 dataset from Hugging Face Datasets. This dataset includes data on the options of the S&P 500, including implied volatility.
To start, you'll need to install Hugging Face's datasets library if you haven't done so already. You can do this using the following pip command:
!pip install datasets
Here's the Python code to load the Options IV SP500 dataset from Hugging… See the full description on the dataset page: https://huggingface.co/datasets/gauss314/options-IV-SP500.nifty-options-datanse-options-intraday
NSE Options Historical Data
Historical Indian index-options data (NIFTY, BANKNIFTY, SENSEX) for backtesting,
in a single canonical Parquet schema. Assembled from NSE F&O bhavcopy (daily EOD,
2001→present) and Upstox 1-minute intraday candles (2024→present).
Coverage
Track
Underlyings
Granularity
Range
upstox_intraday/
NIFTY, BANKNIFTY, SENSEX
1 minute
Oct 2024 → 2026 (BANKNIFTY from Mar 2024)
historical_daily/
NIFTY (2001→), BANKNIFTY (2005→)
1 day… See the full description on the dataset page: https://huggingface.co/datasets/rissin/nse-options-intraday.stocks-optionsgbaker_medqa_usmle_4_options_hf_generic_to_brandindia-index-options-1m
India Index & Options - 1-minute OHLC
1-minute OHLCV(+OI) bars for NSE/BSE index spot and option chains: NIFTY, BANKNIFTY, SENSEX (~2021-2026).
Powers the open-source TradeMarkk backtester (https://thetrademarkk.com).
Educational use only. Provided as-is, no warranty. Verify against official exchange data before relying on it.
Structure
index/{SYMBOL}.parquet - 1-min spot OHLC per index.
options/{SYMBOL}/{EXPIRY}.parquet - 1-min OHLC per option contract (with… See the full description on the dataset page: https://huggingface.co/datasets/codepyx23/india-index-options-1m.gbaker_medqa_usmle_4_options_hf_originalgbaker_medqa_usmle_4_options_hf_brand_to_genericmedqa-usmle-4-options
MedQA USMLE Four Options (Parquet)
This repository provides the English USMLE four-option subset of
bigbio/med_qa as one
Parquet file: medqa_usmle_4_options.parquet.
It contains 12,723 multiple-choice questions. The original data partitions are
preserved in the split column:
Split
Rows
train
10,178
dev
1,272
test
1,273
Schema
question: exam question text
options: mapping of answer labels A–D to option text
answer_idx: correct answer label… See the full description on the dataset page: https://huggingface.co/datasets/ssswwwxxx/medqa-usmle-4-options.optionsmedmcqa_train_translated_es_with_chunks_es_kb_None_7000_dense_with_options_reformatted_contextMedQA-USMLE-4-options-hf-MPNet-IR
Dataset Card for "MedQA-USMLE-4-options-hf-MPNet-IR"
More Information needed
MedQA-USMLE-4-options
Mirrored by Aurigene AI
Discovery stage: Evidence and literature
US Medical Licensing Exam style questions in four-option multiple choice form.
Rows: 11,451 (phrases_no_exclude_test.jsonl 1,273, phrases_no_exclude_train.jsonl 10,178)
Pairs with Aurigene-AI/BioMistral-7B from our model catalogue.
Upstream: GBaker/MedQA-USMLE-4-options - all credit to the original authors and to the researchers who produced the underlying data; the dataset card and licence below are theirs.… See the full description on the dataset page: https://huggingface.co/datasets/Aurigene-AI/MedQA-USMLE-4-options.options-market-structure-daily
US Options Market Structure — Daily Snapshots
Daily snapshots of options market structure for large-cap US stocks and ETFs — the same numbers shown in the free SIGNUM HQ app:
Max pain — the strike where total option-holder value is minimized at expiration
Net GEX — net dealer gamma exposure (sign shows whether dealers are net long or short gamma)
Gamma flip — the spot level where net GEX changes sign
Call wall / put floor — strikes with the largest call / put open interest… See the full description on the dataset page: https://huggingface.co/datasets/eunhoon/options-market-structure-daily.MedQA-USMLE-4-options-clean
MedQA-USMLE-4-options-clean Dataset
Overview
MedQA-USMLE-4-options-clean is an enhanced medical question-answering benchmark that builds upon the MedQA-USMLE dataset. Physicians analyzed the 1373 questions in the original dataset and moved 52 questions that were either malformed or incomplete to another split incomplete.
Key Features
Relabeled malformed/incorrect questions
Dataset Details
Size: 1373
Language: English
Data Source… See the full description on the dataset page: https://huggingface.co/datasets/maximegmd/MedQA-USMLE-4-options-clean.mathvision_with_solutions_qwen_2b_optionsGBaker-MedQA-USMLE-4-options-Koreanmmlu-5-options-rl-ready
MMLU – 5-Options RL-Ready
A standardized, RL-friendly remix of MMLU with explicit negatives and a unified five-option presentation string for each question. Ideal for DPO and other RL setups while remaining drop-in for classic multiple-choice evaluation.
What’s inside
Splits & size: ~97.8k train + 2k test ≈ 99.8k total.
Schema (core fields):
question: str
choices: list[str] (canonical options, typically 4 as in original MMLU)
answer: int (0-based index)
task: str… See the full description on the dataset page: https://huggingface.co/datasets/openmed-community/mmlu-5-options-rl-ready.MedQA-USMLE-4-optionsOriginal dataset introduced by Jin et al. in What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams
Citation information:
@article{jin2020disease,
title={What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams},
author={Jin, Di and Pan, Eileen and Oufattole, Nassim and Weng, Wei-Hung and Fang, Hanyi and Szolovits, Peter},
journal={arXiv preprint arXiv:2009.13081},
year={2020}
}
MedQA-USMLE-4-options-hf-DBPedia-context
Dataset Card for "MedQA-USMLE-4-options-hf-DBPedia-context"
More Information needed
stock_options_tradingplace_cup_three_optionsThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "panda",
"total_episodes": 45,
"total_frames": 3426,
"total_tasks": 45,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:45"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/miyen/place_cup_three_options.