datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
BlenderBench
BlenderBench Dataset
Dataset Description
BlenderBench is a comprehensive benchmark dataset for evaluating models on 3D scene editing tasks in Blender. The dataset challenges agents to understand visual differences between initial and target scenes, then generate appropriate Blender Python code to transform the initial scene to match the target.
Key Features
27 instances across 3 difficulty levels
Multi-modal: Combines visual… See the full description on the dataset page: https://huggingface.co/datasets/DietCoke4671/BlenderBench.ToolVQA
ToolVQA: A Dataset for Real-World VQA with External Tools (ICCV 2025)
Authors: Shaofeng Yin, Ting Lei, Yang Liu
1. Introduction 📣
Integrating external tools into Large Foundation Models (LFMs) has emerged as a promising approach to enhance their problem-solving capabilities. While existing studies have demonstrated strong performance in tool-augmented Visual Question Answering (VQA), recent benchmarks reveal significant gaps in real-world tool-use… See the full description on the dataset page: https://huggingface.co/datasets/DietCoke4671/ToolVQA.controlled-diet-methane-dataset
Controlled Diet Dataset for Methane Plume Detection
📊 Dataset Overview
This repository contains the CD dataset for methane plume detection, presented in the paper "Optical gas imaging and deep learning for quantifying enteric methane emissions from rumen fermentation in vitro". This dataset contains 4,885 thermal infrared images of methane plumes captured using FLIR GF77 optical gas imaging technology for semantic segmentation applications in agricultural… See the full description on the dataset page: https://huggingface.co/datasets/666zzz/controlled-diet-methane-dataset.controlled-diet-methane-dataset
Controlled Diet Dataset for Methane Plume Detection
📊 Dataset Overview
This repository contains the CD dataset for methane plume detection, presented in the paper "Optical gas imaging and deep learning for quantifying enteric methane emissions from rumen fermentation in vitro". This dataset contains 4,885 thermal infrared images of methane plumes captured using FLIR GF77 optical gas imaging technology for semantic segmentation applications in agricultural… See the full description on the dataset page: https://huggingface.co/datasets/baselab/controlled-diet-methane-dataset.DiET-GS
DiET-GS 🫨
Diffusion Prior and Event Stream-Assisted
Motion Deblurring 3D Gaussian Splatting
Seungjun Lee ·
Gim Hee Lee
Department of Computer Science, National University of Singapore
CVPR 2025
Code | Paper | Project Page
Our DiET-GS++ enables high quality novel-view synthesis with recovering precise color and well-defined details from the blurry multi-view images.
Citation
If you find our code or paper useful, please cite… See the full description on the dataset page: https://huggingface.co/datasets/onandon/DiET-GS.ifc-bim-qa-dataset
IFC BIM Question-Answering Dataset
A comprehensive question-answering dataset for Building Information Modeling (BIM) and Industry Foundation Classes (IFC) domain knowledge.
Dataset Summary
This dataset contains 13,485 question-answer pairs covering comprehensive BIM domain knowledge:
IFC Schema Knowledge: Entities, constraints, functions, and global rules
IFC Documentation: Specifications, concepts, geometry, and processes
Professional Certification: BIM practices… See the full description on the dataset page: https://huggingface.co/datasets/Dietmar2020/ifc-bim-qa-dataset.ifc-bim-high-quality-alpaca
IFC BIM High-Quality Dataset (Alpaca Format)
Dataset Description
This is a high-quality, curated dataset for training language models on IFC (Industry Foundation Classes) and BIM (Building Information Modeling) tasks. The dataset has been filtered for quality and is provided in the Alpaca instruction-following format.
Dataset Summary
Total entries: 42,680
Format: Alpaca (instruction, input, output)
Language: English
Domain: IFC/BIM technical documentation and… See the full description on the dataset page: https://huggingface.co/datasets/Dietmar2020/ifc-bim-high-quality-alpaca.chromadb-dietifc-bim-alpaca-124k
IFC BIM Alpaca Dataset
Dataset Description
This dataset contains 124974 high-quality instruction-following examples for IFC (Industry Foundation Classes) and BIM (Building Information Modeling) in the Alpaca format. It covers IFC 4.3.x-devel standard entities, properties, relationships, and best practices.
Dataset Summary
Total Examples: 124974
Train Set: 112476 examples
Validation Set: 12498 examples
Language: English
Format: Alpaca (instruction, input… See the full description on the dataset page: https://huggingface.co/datasets/Dietmar2020/ifc-bim-alpaca-124k.diet-planningTo support benchmarking of reasoning in complex real-world domains, we generate a dataset for the challenging domain of personalized diet planning, which can be formulated as an optimization problem. The dataset is based on the Dietary Strategies to Stop Hypertension (DASH) diet, one of the most common medically prescribed diets for the prevention and management of cardiovascular disease..
With growing interest in AI-powered health coaching from technology companies such as Apple Health… See the full description on the dataset page: https://huggingface.co/datasets/thomasat/diet-planning.LLM_for_Dietary_Recommendation_System
Chat_GPT_for_Nutritional_Recommendation_System
This repository contains the code, 50 different patient profiles, and respective Chat-GPT responses with nutritional recommendations and sample diet plans. Patient profiles contain easy, medium, and complex cases and various diseases. The project aims to evaluate the application of large language models for nutritional recommendation systems.
Responses were evaluated based on personalization, consistency with evidence-based… See the full description on the dataset page: https://huggingface.co/datasets/issai/LLM_for_Dietary_Recommendation_System.im_pour_diet_coke_oldThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "yam_follower",
"total_episodes": 165,
"total_frames": 154332,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:165"},
"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/almond-bot/im_pour_diet_coke_old.im_pour_diet_cokeThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "yam_follower",
"total_episodes": 100,
"total_frames": 168676,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:100"},
"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/almond-bot/im_pour_diet_coke.ifc-bim-alpaca-improved
IFC-BIM Improved Alpaca Dataset
A high-quality instruction-following dataset for Industry Foundation Classes (IFC) and Building Information Modeling (BIM).
Dataset Description
This dataset contains carefully curated and validated instruction-response pairs about IFC concepts, schemas, and BIM practices. It has been cleaned and improved from an original dataset of 545k+ entries.
Dataset Quality
Quality Score: 4.6/5.0 (improved from 3.0)
LLM Validation: 95.1%… See the full description on the dataset page: https://huggingface.co/datasets/Dietmar2020/ifc-bim-alpaca-improved.diet_advice
Dataset Card for Dataset Name
DIET ADVICE DATASET
Dataset Details
Dataset Description
THIS IS A DATASET CREATED BY SLECTIVELY CHOOSING AND MERGING MULTIPLE DATASETS FROM VARIOUS SOURCERS INCLUDING OTHER DATASETS AND GENERATED
DATASETS.
FEEL FREE TO USE THESE ANYWHERE AND MAKE SURE TO CREDIT THE APPROPIATE DATA SOURCERS WHEREVER NECESSARY!!
😀
Curated by: [Navaneeth. K]
Dataset Sources
https://huggingface.co/datasets
https://www.chatgpt.com… See the full description on the dataset page: https://huggingface.co/datasets/navaneeth005/diet_advice.ifc-bim-qa-largeasia-owid-dietary-composition-by-country
Dietary Composition By Country | Asia (Our World in Data)
🌏 2,441 observations · 47 Asia countries · 1961–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,441 observations of Dietary Composition By Country data across 47 Asia countries, spanning 1961–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Dietary Composition By Country
Geographic coverage
47… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-dietary-composition-by-country.africa-nigeria-cost-of-healthy-diet-d79d0a07
Cost of Healthy Diet | Africa (National Bureau of Statistics, Nigeria)
95 rows - 1 Africa country/area - 2026 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 95 rows from National Bureau of Statistics, Nigeria, covering Cost of Healthy Diet. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-cost-of-healthy-diet-d79d0a07.europe-owid-eat-lancet-diet-comparison
Eat Lancet Diet Comparison | Europe (Our World in Data)
🇪🇺 156 observations · 39 Europe countries · 2014–2017 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 156 observations of Eat Lancet Diet Comparison data across 39 Europe countries, spanning 2014–2017.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Eat Lancet Diet Comparison
Geographic coverage
39 Europe… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-eat-lancet-diet-comparison.africa-nigeria-cost-of-healthy-diet-09781733
Cost of Healthy Diet | Africa (National Bureau of Statistics, Nigeria)
190 rows - 1 Africa country/area - 2026 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 190 rows from National Bureau of Statistics, Nigeria, covering Cost of Healthy Diet. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-cost-of-healthy-diet-09781733.diet_type
Dataset Card for "diet_type"
More Information needed
ifc-bim-gemma3-subset-1k
IFC-BIM Gemma3 Training Subset (1K Examples)
A 1,000-example subset of IFC/BIM Q&A data formatted for Gemma-3 fine-tuning with Unsloth.
Quick Start
from datasets import load_dataset
# Load dataset
dataset = load_dataset("your-username/ifc-bim-gemma3-subset-1k")
# View first example
print(dataset["train"][0])
Dataset Structure
ShareGPT format with quality scores:
conversations: List of human/gpt exchanges
source: Data origin
score: Quality rating… See the full description on the dataset page: https://huggingface.co/datasets/Dietmar2020/ifc-bim-gemma3-subset-1k.africa-nigeria-cost-of-healthy-diet-281dfe92
Cost of Healthy Diet | Africa (National Bureau of Statistics, Nigeria)
95 rows - 1 Africa country/area - 2024 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 95 rows from National Bureau of Statistics, Nigeria, covering Cost of Healthy Diet. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-cost-of-healthy-diet-281dfe92.africa-nigeria-cost-of-healthy-diet-4436bde3
Cost of Healthy Diet | Africa (National Bureau of Statistics, Nigeria)
95 rows - 1 Africa country/area - 2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 95 rows from National Bureau of Statistics, Nigeria, covering Cost of Healthy Diet. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-cost-of-healthy-diet-4436bde3.africa-nigeria-cost-of-healthy-diet-7d460b59
Cost of Healthy Diet | Africa (National Bureau of Statistics, Nigeria)
659 rows - 1 Africa country/area - 2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 659 rows from National Bureau of Statistics, Nigeria, covering Cost of Healthy Diet. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-cost-of-healthy-diet-7d460b59.africa-nigeria-cost-of-healthy-diet-8b098fc0
Cost of Healthy Diet | Africa (National Bureau of Statistics, Nigeria)
285 rows - 1 Africa country/area - 2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 285 rows from National Bureau of Statistics, Nigeria, covering Cost of Healthy Diet. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-cost-of-healthy-diet-8b098fc0.gliner-bird-diet-synthetic
GLiNER Bird Diet Synthetic Dataset
This is an NER dataset focused on ornithological data, specifically focused on the diets of birds. The data is purely synthetic and should not be taken as factual. We created this dataset using Qwen2-7B-Instruct. It consists of ~2k descriptions. The format of the annotations consists with the GLiNER format. We used this data to finetune a GLiNER model. For the base model, we used NuNerZero Span. You can visit our model here: GLiNER Ecology Diet.… See the full description on the dataset page: https://huggingface.co/datasets/wjbmattingly/gliner-bird-diet-synthetic.africa-nigeria-cost-of-healthy-diet-ed6430e9
Cost of Healthy Diet | Africa (National Bureau of Statistics, Nigeria)
95 rows - 1 Africa country/area - 2026 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 95 rows from National Bureau of Statistics, Nigeria, covering Cost of Healthy Diet. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-cost-of-healthy-diet-ed6430e9.huberman_lab_Dr__Chris_Palmer_Diet__Nutrition_for_Mental_Healthjapan_diet_q_and_a_sessions_20k
Japan Diet Q&A Sessions Dataset
Summary
This dataset was created by scraping the parliamentary questions and answers webpage.
As of March 27, 2024, it includes 216 sessions.
Data Fields
id: Consists of three parts.
The initial alphabet indicates whether it is a question (a) or an answer (b).
The next three digits represent the session number of the parliament.
The last three digits are the question number within the parliament session.
title: The title… See the full description on the dataset page: https://huggingface.co/datasets/notoxicpeople/japan_diet_q_and_a_sessions_20k.