datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
proteingym-fm-benchmark
Protein Foundation Model Benchmark Results
Zero-shot fitness prediction results for protein foundation models evaluated on
the ProteinGym substitution benchmark (217 DMS
assays, ~2.7M variants).
Companion data for the paper: "From Sequence Encoders to Multimodal Systems:
A Critical Survey of Protein Foundation Models" (IEEE TCBB 2026).
Dataset configurations
The dataset viewer exposes two configurations, because the files carry two
different schemas that must not… See the full description on the dataset page: https://huggingface.co/datasets/PawanRamaMali/proteingym-fm-benchmark.paraphrases_pawsEarthLoc2_FAISS
🌍 EarthLoc2 FAISS Index (DINOv2 + SALAD)
This is the FAISS index used in the Hugging Face Space:🔗 EarthLoc2: Image Geolocalization
📦 What’s Inside?
This index was constructed by encoding all of the 2021 Sentinel-2 satellite images from the EarthLoc dataset:
👉 EarthLoc_2021_Database
Each image is encoded four times (with rotations of 0°, 90°, 180°, and 270°), and descriptors were extracted using:
https://huggingface.co/pawlo2013/EarthLoc2
Also see the corresponding… See the full description on the dataset page: https://huggingface.co/datasets/pawlo2013/EarthLoc2_FAISS.PAWS-gl
Dataset Card for PAWS-gl
The PAWS-gl dataset (Paraphrase Adversaries from Word Scrambling in Galician) is a translation of the English PAWS dataset.
Dataset Details
Curated by: Proxecto Nós
Language(s) (NLP): Galician
License: CC-BY 4.0
Dataset Sources
Repository: Proxecto NÓS at HuggingFace
Supported Tasks and Leaderboards
Paraphrase Identification, Language Model
Dataset Structure
Data Instances
This dataset contains more… See the full description on the dataset page: https://huggingface.co/datasets/proxectonos/PAWS-gl.continued-pretraining-llama-format
Open Paws Continued Pretraining Llama Format
Overview
This dataset is part of the Open Paws initiative to develop AI training data aligned with animal liberation and advocacy principles. Created to train AI systems that understand and promote animal welfare, rights, and liberation.
Dataset Details
Dataset Type: Specialized Data
Format: CSV (Comma-separated values)
Languages: Multilingual (primarily English)
Focus: Animal advocacy and ethical reasoning… See the full description on the dataset page: https://huggingface.co/datasets/open-paws/continued-pretraining-llama-format.Cars196_dino3_finetune_b
FAISS Index and Results for Cars196_dino3_finetune_b
This dataset repository contains the FAISS index, mapping CSV, and evaluation results
for a DINOv3 (b) model, evaluated on the Cars196 dataset.
Dataset: Cars196
DINO Version: 3
DINO Size: b
Fine-tuned: True
ConvNext (DINOv3): False
Files
faiss_index.bin: The FAISS IndexFlatIP index. Embeddings are L2-normalized.
faiss_index_mapping.csv: A CSV file mapping the FAISS index (row number) to the original file path… See the full description on the dataset page: https://huggingface.co/datasets/pawlo2013/Cars196_dino3_finetune_b.StanfordOnlineProducts_dino3b
FAISS Index and Results for StanfordOnlineProducts_dino3b
This dataset repository contains the FAISS index, mapping CSV, and evaluation results
for a DINOv3 (b) model, evaluated on the StanfordOnlineProducts dataset.
Dataset: StanfordOnlineProducts
DINO Version: 3
DINO Size: b
Fine-tuned: False
ConvNext (DINOv3): False
Files
faiss_index.bin: The FAISS IndexFlatIP index. Embeddings are L2-normalized.
faiss_index_mapping.csv: A CSV file mapping the FAISS index (row… See the full description on the dataset page: https://huggingface.co/datasets/pawlo2013/StanfordOnlineProducts_dino3b.conversational-finetuning-llama-format
Open Paws Conversational Finetuning Llama Format
This dataset is part of the Open Paws initiative to develop AI training data aligned with animal liberation and advocacy principles. Created to train AI systems that understand and promote animal welfare, rights, and liberation.
Dataset Details
Dataset Type: Training Data
Format: CSV (Comma-separated values)
Languages: Multilingual (primarily English)
Focus: Animal advocacy and ethical reasoning
Organization: Open Paws… See the full description on the dataset page: https://huggingface.co/datasets/open-paws/conversational-finetuning-llama-format.CUB_dino3_finetune_b
FAISS Index and Results for CUB_dino3_finetune_b
This dataset repository contains the FAISS index, mapping CSV, and evaluation results
for a DINOv3 (b) model, evaluated on the CUB dataset.
Dataset: CUB
DINO Version: 3
DINO Size: b
Fine-tuned: True
ConvNext (DINOv3): False
Files
faiss_index.bin: The FAISS IndexFlatIP index. Embeddings are L2-normalized.
faiss_index_mapping.csv: A CSV file mapping the FAISS index (row number) to the original file path, split, and… See the full description on the dataset page: https://huggingface.co/datasets/pawlo2013/CUB_dino3_finetune_b.Cars196_dino3b
FAISS Index and Results for Cars196_dino3b
This dataset repository contains the FAISS index, mapping CSV, and evaluation results
for a DINOv3 (b) model, evaluated on the Cars196 dataset.
Dataset: Cars196
DINO Version: 3
DINO Size: b
Fine-tuned: False
ConvNext (DINOv3): False
Files
faiss_index.bin: The FAISS IndexFlatIP index. Embeddings are L2-normalized.
faiss_index_mapping.csv: A CSV file mapping the FAISS index (row number) to the original file path, split, and… See the full description on the dataset page: https://huggingface.co/datasets/pawlo2013/Cars196_dino3b.cuad_agreementsCars196_dino3s
FAISS Index and Results for Cars196_dino3s
This dataset repository contains the FAISS index, mapping CSV, and evaluation results
for a DINOv3 (s) model, evaluated on the Cars196 dataset.
Dataset: Cars196
DINO Version: 3
DINO Size: s
Fine-tuned: False
ConvNext (DINOv3): False
Files
faiss_index.bin: The FAISS IndexFlatIP index. Embeddings are L2-normalized.
faiss_index_mapping.csv: A CSV file mapping the FAISS index (row number) to the original file path, split, and… See the full description on the dataset page: https://huggingface.co/datasets/pawlo2013/Cars196_dino3s.paws-fil-pairclassificatioinStanfordOnlineProducts_dino3_finetune_b
FAISS Index and Results for StanfordOnlineProducts_dino3_finetune_b
This dataset repository contains the FAISS index, mapping CSV, and evaluation results
for a DINOv3 (b) model, evaluated on the StanfordOnlineProducts dataset.
Dataset: StanfordOnlineProducts
DINO Version: 3
DINO Size: b
Fine-tuned: True
ConvNext (DINOv3): False
Files
faiss_index.bin: The FAISS IndexFlatIP index. Embeddings are L2-normalized.
faiss_index_mapping.csv: A CSV file mapping the FAISS… See the full description on the dataset page: https://huggingface.co/datasets/pawlo2013/StanfordOnlineProducts_dino3_finetune_b.Cars196_dino3_finetune_s
FAISS Index and Results for Cars196_dino3_finetune_s
This dataset repository contains the FAISS index, mapping CSV, and evaluation results
for a DINOv3 (s) model, evaluated on the Cars196 dataset.
Dataset: Cars196
DINO Version: 3
DINO Size: s
Fine-tuned: True
ConvNext (DINOv3): False
Files
faiss_index.bin: The FAISS IndexFlatIP index. Embeddings are L2-normalized.
faiss_index_mapping.csv: A CSV file mapping the FAISS index (row number) to the original file path… See the full description on the dataset page: https://huggingface.co/datasets/pawlo2013/Cars196_dino3_finetune_s.restructured-paws_xI do not hold the copyright to this dataset; I merely restructured it to have the same structure as other datasets (that we are researching) to facilitate future coding and analysis. I refer to this link for the raw dataset.
CUB_dino3_finetune_s
FAISS Index and Results for CUB_dino3_finetune_s
This dataset repository contains the FAISS index, mapping CSV, and evaluation results
for a DINOv3 (s) model, evaluated on the CUB dataset.
Dataset: CUB
DINO Version: 3
DINO Size: s
Fine-tuned: True
ConvNext (DINOv3): False
Files
faiss_index.bin: The FAISS IndexFlatIP index. Embeddings are L2-normalized.
faiss_index_mapping.csv: A CSV file mapping the FAISS index (row number) to the original file path, split, and… See the full description on the dataset page: https://huggingface.co/datasets/pawlo2013/CUB_dino3_finetune_s.CUB_dino3b
FAISS Index and Results for CUB_dino3b
This dataset repository contains the FAISS index, mapping CSV, and evaluation results
for a DINOv3 (b) model, evaluated on the CUB dataset.
Dataset: CUB
DINO Version: 3
DINO Size: b
Fine-tuned: False
ConvNext (DINOv3): False
Files
faiss_index.bin: The FAISS IndexFlatIP index. Embeddings are L2-normalized.
faiss_index_mapping.csv: A CSV file mapping the FAISS index (row number) to the original file path, split, and label.… See the full description on the dataset page: https://huggingface.co/datasets/pawlo2013/CUB_dino3b.animal-alignment-feedback
Open Paws Animal Alignment Feedback
🐾 Human feedback and preference data for aligning AI with animal advocacy values
Overview
This dataset is part of the Open Paws initiative to develop AI training data aligned with animal liberation and advocacy principles. Created to train AI systems that understand and promote animal welfare, rights, and liberation.
Dataset Details
Dataset Type: Feedback Data
Format: CSV (Comma-separated values)
Languages: Multilingual… See the full description on the dataset page: https://huggingface.co/datasets/open-paws/animal-alignment-feedback.StanfordOnlineProducts_dino3_finetune_s
FAISS Index and Results for StanfordOnlineProducts_dino3_finetune_s
This dataset repository contains the FAISS index, mapping CSV, and evaluation results
for a DINOv3 (s) model, evaluated on the StanfordOnlineProducts dataset.
Dataset: StanfordOnlineProducts
DINO Version: 3
DINO Size: s
Fine-tuned: True
ConvNext (DINOv3): False
Files
faiss_index.bin: The FAISS IndexFlatIP index. Embeddings are L2-normalized.
faiss_index_mapping.csv: A CSV file mapping the FAISS… See the full description on the dataset page: https://huggingface.co/datasets/pawlo2013/StanfordOnlineProducts_dino3_finetune_s.PAWS_ptpaw-attribution-queries
PAW Attribution Queries
Queries used in the paper "Small edits, large models: How Wikipedia advocacy shapes LLM values" (Brazilek, Navas & Gnauck, 2026).
170 queries used to measure training data influence via TrackStar and MAGIC attribution methods.
Column
Description
query
The query text
type
animal_welfare (80 queries) or general (90 queries)
Animal welfare queries ask about animal welfare policies at specific companies or by specific politicians (e.g., "What is… See the full description on the dataset page: https://huggingface.co/datasets/CompassioninMachineLearning/paw-attribution-queries.CUB_dino3s
FAISS Index and Results for CUB_dino3s
This dataset repository contains the FAISS index, mapping CSV, and evaluation results
for a DINOv3 (s) model, evaluated on the CUB dataset.
Dataset: CUB
DINO Version: 3
DINO Size: s
Fine-tuned: False
ConvNext (DINOv3): False
Files
faiss_index.bin: The FAISS IndexFlatIP index. Embeddings are L2-normalized.
faiss_index_mapping.csv: A CSV file mapping the FAISS index (row number) to the original file path, split, and label.… See the full description on the dataset page: https://huggingface.co/datasets/pawlo2013/CUB_dino3s.StanfordOnlineProducts_dino3s
FAISS Index and Results for StanfordOnlineProducts_dino3s
This dataset repository contains the FAISS index, mapping CSV, and evaluation results
for a DINOv3 (s) model, evaluated on the StanfordOnlineProducts dataset.
Dataset: StanfordOnlineProducts
DINO Version: 3
DINO Size: s
Fine-tuned: False
ConvNext (DINOv3): False
Files
faiss_index.bin: The FAISS IndexFlatIP index. Embeddings are L2-normalized.
faiss_index_mapping.csv: A CSV file mapping the FAISS index (row… See the full description on the dataset page: https://huggingface.co/datasets/pawlo2013/StanfordOnlineProducts_dino3s.temp-data-setpawn2PAWS_Tamilall-restaurants-in-pawtucket-rhode-island-us-662431
All Restaurants in Pawtucket, Rhode Island, US
Free sample dataset from BeamStation
This dataset provides a complete export of every restaurant operating in Pawtucket, Rhode Island, United States. It contains 138 records, each representing a distinct establishment, and is refreshed on a weekly basis to keep the information current. The export includes all available columns and profiles for each venue, such as name, address, cuisine type, contact details, hours of operation, and any… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-pawtucket-rhode-island-us-662431.