datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
aloha_static_battery_ep005_009This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "unknown",
"total_episodes": 5,
"total_frames": 3000,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 50,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/macrodata/aloha_static_battery_ep005_009.aloha_static_battery_ep000_004This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "unknown",
"total_episodes": 5,
"total_frames": 3000,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 50,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/macrodata/aloha_static_battery_ep000_004.fi-etf-macro-signal-master-dataWGO-Bench
WGO-Bench: What's Going On Benchmark
WGO-Bench is a small, manually annotated benchmark for evaluating how well vision-language models can turn robot and egocentric manipulation videos into timestamped subtask annotations.
Each row contains one video episode, a high-level task instruction, and gold subtask segments with start time, end time, and a concise action label. The benchmark is designed for two related tasks:
Boundary detection: predict where one meaningful manipulation… See the full description on the dataset page: https://huggingface.co/datasets/macrodata/WGO-Bench.code-parrot-github-code
GitHub Code Dataset
Dataset Description
The GitHub Code dataset consists of 115M code files from GitHub in 32 programming languages with 60 extensions totaling in 1TB of data. The dataset was created from the public GitHub dataset on Google BiqQuery.
How to use it
The GitHub Code dataset is a very large dataset so for most use cases it is recommended to make use of the streaming API of datasets. You can load and iterate through the dataset with the following… See the full description on the dataset page: https://huggingface.co/datasets/macrocosm-os/code-parrot-github-code.MacroLens
MacroLens
A benchmarking corpus for contextual financial reasoning under macroeconomic scenarios across 4,416 U.S. small- and micro-cap equities (2021-01-04 — 2026-03-31). MacroLens unifies seven tasks over a single point-in-time panel: contextual time-series forecasting, public valuation, financial-statement generation, scenario-conditioned return forecasting, private-company valuation, generator evaluation from natural-language descriptions, and real-estate valuation.
Task… See the full description on the dataset page: https://huggingface.co/datasets/macrolens/MacroLens.macrobench-bittensor-01nras-cypa-macrocyclic-glues-GA-II
NRAS–Cyclophilin A Macrocyclic Glue Designs (GA-II)
Why this target matters. NRAS-mutant melanoma has no approved targeted therapy and poor outcomes once immunotherapy fails; RAS(ON) tri-complex glues are among the very few mechanisms that engage NRAS at all.
180 small molecules generated de novo by the Technetium TC-43.ai engine (GA-II), conditioned on the NRAS·Cyclophilin A protein–protein interface, with macrocyclic ring closure imposed during generation.
Each molecule was… See the full description on the dataset page: https://huggingface.co/datasets/Tc-43/nras-cypa-macrocyclic-glues-GA-II.arxiv_abstractsAll 2.3 million papers in the Arxiv, embedded via abstract with the InstructorXL model.
No claims are made about the copyright or license of contained materials. We assume no responsibilty for and are not liable under any circumstances for damages. Use at your own risk.
Good luck, have fun.
global-macro-trade-indicators-dataset
Global Macro & Trade Indicators
Unified long-format macroeconomic and trade indicators from World Bank WDI, OECD and Eurostat official statistics, with IMF WEO and UN Comtrade derived metrics (no restricted raw values).
Part of the DataForge Open Data program — full production
packages, free for academic and personal use. Canonical dataset page:
https://data.zalize.com/datasets/global-macro-trade-indicators-dataset
Packages in this repo
Package
Tier
Rows… See the full description on the dataset page: https://huggingface.co/datasets/zalizedata/global-macro-trade-indicators-dataset.task705_mmmlu_answer_generation_high_school_macroeconomics
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task705_mmmlu_answer_generation_high_school_macroeconomics
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task705_mmmlu_answer_generation_high_school_macroeconomics.macroadvisor-cachechina-macro-trade-monthly-dataset
China Macro & Trade Monthly Indicators — IMF/World Bank Basis
Monthly China macroeconomic and goods-trade indicators built from the IMF Data Portal (SDMX 2.1) and World Bank Open Data APIs: CPI with COICOP breakdown, production index, goods trade totals, exchange rates, international reserves, plus monthly goods exports/imports against 200+ partner economies and 17 World Bank WDI annual context indicators — as published by the sources, no imputation.
Part of the DataForge Open… See the full description on the dataset page: https://huggingface.co/datasets/zalizedata/china-macro-trade-monthly-dataset.africa-macro-indicators-value-us
Macro Indicators — Value US$ | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: agriculture_food - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-macro-indicators-value-us.africa-macro-indicators-value-standard-local-currency
Macro Indicators — Value Standard Local Currency | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: agriculture_food - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-macro-indicators-value-standard-local-currency.MaCroScope-Physics-20k-Cleanedproc-macro2_validatedoga-macronized
OGA Macronized
Automatically macronized Ancient Greek text: the phonemic length of the three
"dichrona" (ambiguous-length letters) — alpha (α), iota (ι), upsilon (υ) — has
been marked wherever the grc-macronizer rule-based system could disambiguate it with confidence. A trailing ^ marks a short dichronon, a trailing _ marks a long one; dichrona the macronizer could not resolve are left unmarked (never guessed).
Source
Text is the Opera Graeca Adnotata
corpus… See the full description on the dataset page: https://huggingface.co/datasets/Macronizer/oga-macronized.proc-macro2-None-task-instances_versionsmacro_prosody_sample_set
Alexandria Voice Corpus — Multilingual Macro-Prosody Telemetry
Version 1.1 — Replacement release
This pack supersedes the earlier Korean & Hindi two-language release. That release was built on a pipeline with several unresolved quality-gate bugs (documented below). This version corrects all known issues and expands to seven typologically diverse languages.
No audio is included. This is a structured acoustic feature dataset for linguistic research, speech technology, and… See the full description on the dataset page: https://huggingface.co/datasets/moonscape-software/macro_prosody_sample_set.MaCroScope-Chemistry-20k-Cleanedglobal_macro_price_indicators
شاخصهای کلان پولی و قیمتی — بانک جهانی (همهٔ کشورها)
شاخصهای کلان پولی و قیمتی همهٔ کشورهای جهان از بانک جهانی: نرخ تورم بر پایهٔ قیمت مصرفکننده و بر پایهٔ تعدیلکنندهٔ تولید، شاخص قیمت مصرفکننده، نرخ ارز رسمی، رشد نقدینگی و ذخایر بینالمللی.
پوشش: 1960 → 2025 · تناوب: سالانه · سطح: کشور (همهٔ کشورهای جهان)
تعداد مشاهده: 59,760 · تعداد مکان: 208
منبع: بانک جهانی (World Bank) — بر پایهٔ آمار ملی و صندوق بینالمللی پول — https://data.worldbank.org
شاخصها… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/global_macro_price_indicators.africa-macro-indicators-share-of-gdp-standard-local-currency-2015-prices
Macro Indicators — Share of GDP Standard Local Currency, 2015 prices | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: agriculture_food - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-macro-indicators-share-of-gdp-standard-local-currency-2015-prices.ms-macro-wellformed_only
Dataset Card for "ms-macro-wellformed_only"
More Information needed
MaCroScope-Economics-5kafrica-macro-indicators-share-of-gdp-us-2015-prices
Macro Indicators — Share of GDP US$, 2015 prices | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: agriculture_food - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-macro-indicators-share-of-gdp-us-2015-prices.arxiv_titlesAll 2.3 million papers in the Arxiv, embedded via title with the InstructorXL model.
No claims are made about the copyright or license of contained materials. We assume no responsibilty for and are not liable under any circumstances for damages. Use at your own risk.
Good luck, have fun.
africa-macro-indicators-annual-growth-standard-local-currency-2015-prices
Macro Indicators — Annual growth Standard Local Currency, 2015 prices | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: agriculture_food - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-macro-indicators-annual-growth-standard-local-currency-2015-prices.racket-macro-instr-backtranslationMaCroScope-Biology-Chemistry-10k