datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Wikidata_Vectors_0.2
Wikidata Entity Embeddings 0.2
Dataset Summary
Wikidata Entity Embeddings is a dataset of embedding vectors for Wikidata entities. Each vector represents a Wikidata item (Q...) or property (P...) based on textual information extracted from Wikidata.
The dataset is part of the Wikidata Embedding Project, an initiative led by Wikimedia Deutschland in collaboration with Jina AI and IBM DataStax. The project provides a publicly accessible Wikidata Vector Database to… See the full description on the dataset page: https://huggingface.co/datasets/philippesaade/Wikidata_Vectors_0.2.open-pmc-18m
OPEN-PMC
Arxiv: Arxiv
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Code: Open-PMC Github
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Model Checkpoint: Hugging Face
Dataset Summary
This dataset consists of image-text pairs extracted from medical papers available on PubMed Central. It has been curated to support research in medical image understanding, particularly in natural language processing (NLP) and computer vision tasks related to medical imagery. The dataset includes:
Extracted images from research articles.… See the full description on the dataset page: https://huggingface.co/datasets/vector-institute/open-pmc-18m.sonic-o1
SONIC-O1: A Real-World Benchmark for Evaluating Multimodal Large Language Models on Audio-Video Understanding
🎯 What is SONIC-O1?
The first open-source benchmark for evaluating omnimodal video understanding with systematic fairness analysis. SONIC-O1 requires models to jointly process audio, video, and social context from real-world interactions—not just transcripts.
Key… See the full description on the dataset page: https://huggingface.co/datasets/vector-institute/sonic-o1.openiti-vectors
OpenITI Vector Database — maktabati.ai
🇬🇧 English
This dataset contains the fully vectorized OpenITI RELEASE 2025-1-9 collection of classical Islamic texts, prepared for semantic search (RAG).
Each entry represents a text chunk from one of 8,943 works in the OpenITI corpus, together with its embedding vector and complete metadata.
Statistics:
4,696,703 chunks
8,943 works (primary editions only, status=pri from OpenITI TSV)
approx. 470 Parquet files (approx.… See the full description on the dataset page: https://huggingface.co/datasets/Maktabati/openiti-vectors.vector-100k
VectorOS Vector 100k SimSat VLM Dataset
VectorOS Vector 100k is a high-fidelity multimodal instruction dataset for fine-tuning vision-language models on geospatial epidemiology tasks. It was built for the VectorOS hackathon project and targets LiquidAI/LFM2.5-VL-450M.
The dataset contains 100,000 chat-style examples derived from 10,000 geospatial chips across 30 AOIs. Every accepted chip has a real SimSat Sentinel-2 true-color view, a real SimSat Sentinel-2 NIR-red-green false-color… See the full description on the dataset page: https://huggingface.co/datasets/Alfaxad/vector-100k.open-pmc
OPEN-PMC
Arxiv: Arxiv
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Code: Open-PMC Github
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Model Checkpoint: Hugging Face
Dataset Summary
This dataset consists of image-text pairs extracted from medical papers available on PubMed Central. It has been curated to support research in medical image understanding, particularly in natural language processing (NLP) and computer vision tasks related to medical imagery. The dataset includes:
Extracted images from research articles.… See the full description on the dataset page: https://huggingface.co/datasets/vector-institute/open-pmc.onevision1.5Dutch-Judiciary-Court-Cases-Netherlands-Rechtspraak-Vector-V3shamela-vectors
🇬🇧 English
The largest open-source vector database of the complete al-Maktaba al-Shamela (المكتبة الشاملة) Islamic text corpus, prepared for semantic search and Retrieval-Augmented Generation (RAG). Includes the full Quran text (6,236 verses, Hafs 'an 'Asim).
Statistics:
11,482,164 chunks from 8,589 classical Islamic books
6,236 Quran verses (one verse = one chunk, included in total)
40 categories covering the full breadth of Islamic scholarship
Period: 1st century AH to 15th… See the full description on the dataset page: https://huggingface.co/datasets/Maktabati/shamela-vectors.Tauri-RL-Plaintext-System-V2AIME_2024_DeepSeek_R1_0528_Temp_1.0_L_16384Responses of deepseek-ai/DeepSeek-R1-0528 for AIME 2024 (original dataset: Maxwell-Jia/AIME_2024).
Generation temperature is set to 1.0 and maximum token is set to 16384.
Tauri-RL-StylesTauri-RL-Markdown-System-V2VectorBenchmarkTauri-Opus-Accepted-GPT-Rejected-Opus-Writing-Promptsx86-instruction-test-vectors
x86-64 Instruction Test Vectors
Ground truth behavior of individual x86-64 instructions, captured by executing every encoding on real hardware and recording the resulting register and flag state. This is measured silicon behavior, not a model and not an emulator, so it also reflects implementation specific results such as the values an instruction leaves in flags that the architecture documents as undefined.
How it was generated
Each test case is produced by the… See the full description on the dataset page: https://huggingface.co/datasets/BinPrey/x86-instruction-test-vectors.GeoFidelity-Bench
GeoFidelity-Bench
GeoFidelity-Bench: Evaluating Block-Conditioned Geographic Fidelity in Text-to-Image Street-View Generation
Kaizhen Tan, NeurIPS 2026. Contact: kt3275@nyu.edu.
Version 3.1.0 aligns the public metadata with the original experiments:
112 named street blocks, 25 cities, 23 countries, 7,563 reference assignments
covering 7,433 distinct Mapillary image IDs, and 16,128 generated images.
The generations cover six models, six prompt conditions, and four samples
per… See the full description on the dataset page: https://huggingface.co/datasets/moss-vector-714/GeoFidelity-Bench.NLPP_vectorpi07_cable_three_vector_v1
Three-holder cable routing with vector goals
Real-robot demonstrations for a vector-conditioned low-level policy: place three holders and route a cable through each holder. This is the validated LeRobot v3 dataset prepared for the first Pi0.7 four-camera-goal cable policy.
Property
Value
Source recordings
140
Subtask episodes
840
Frames
335,897
Sampling rate
100 Hz
Robot
ARX bimanual
Recorded state / action
14 / 14 dimensions
Video resolution
448 × 448… See the full description on the dataset page: https://huggingface.co/datasets/ajaysri/pi07_cable_three_vector_v1.route_red_yellow_vector_subtasks_pi05
Route Red-Yellow Vector Subtasks for pi0.5
This is a LeRobot v2.1 transformation of DistantSky/route at commit aced1e96f6b8bf98ffaa0754407636e82442b084.
The dataset contains 212 real-robot episodes, 135699 frames, three cameras, and 14-dimensional actions at 100 Hz.
Conditioning
Only observation.images.video_overhead is modified. The left and right videos are byte-identical to the source dataset.
The overhead image receives one fixed selected-connector pose glyph… See the full description on the dataset page: https://huggingface.co/datasets/ajaysri/route_red_yellow_vector_subtasks_pi05.hotpotqaMobileGym-ConAct-Trajectories
MobileGym-ConAct-Trajectories
Dataset Viewer · MobileGym · MemGUI-Agent · Paper
Abstract
MobileGym-ConAct-Trajectories is a release of successful mobile GUI-agent rollouts collected in the MobileGym simulator. Each trajectory is selected from judge-verified rollouts using a deterministic per-task rule: retain the shortest structurally valid success, then break ties by source run and episode ID. The release preserves screenshots, the rendered prompt supplied to the… See the full description on the dataset page: https://huggingface.co/datasets/Ma-Vector/MobileGym-ConAct-Trajectories.nanobeir-colbert-token-vectors
NanoBEIR ColBERT token vectors
Per-token ColBERT vectors for all 13 NanoBEIR datasets, from two late-interaction models:
folder
model
revision
encoder dtype
lateon/
lightonai/LateOn
62911e105059585d244384c7d17826e35f669c17
fp32
iso/
topk-io/Iso-ModernColBERT
b95d9608ad424fdd7bfd045001576f59cbb89a98
bf16
pplx-late-0.6b/
perplexity-ai/pplx-embed-v2-late-0.6b
dd4e95b836a73f6f0c32e46ea127c0b86b02169e
bf16
Each model covers 56,723 documents (7,585,402 kept… See the full description on the dataset page: https://huggingface.co/datasets/KShivendu/nanobeir-colbert-token-vectors.rss_vectorswiki-image-vectorsVector embeddings of images on Wikipedia. Images were embedded with "google/siglip2-base-patch16-384"
The "002" partition contains all of the quality images.
googlenews_vectorsshamela-vectors
🇬🇧 English
The largest open-source vector database of the complete al-Maktaba al-Shamela (المكتبة الشاملة) Islamic text corpus, prepared for semantic search and Retrieval-Augmented Generation (RAG). Includes the full Quran text (6,236 verses, Hafs 'an 'Asim).
Statistics:
11,482,164 chunks from 8,589 classical Islamic books
6,236 Quran verses (one verse = one chunk, included in total)
40 categories covering the full breadth of Islamic scholarship
Period: 1st century AH to 15th… See the full description on the dataset page: https://huggingface.co/datasets/Kandil7/shamela-vectors.newsdataio_vectorsAIME_2024_Qwen3_235B_A22B_Temp_1.0_L_16384Responses of Qwen/Qwen3-235B-A22B for AIME 2024 (original dataset: Maxwell-Jia/AIME_2024).
Generation temperature is set to 1.0 and maximum token is set to 16384.
VectorEdits
VectorEdits: A Dataset and Benchmark for Instruction-Based Editing of Vector Graphics
NOTE: Currently only test set has generated labels, other sets will have them soon
Find the details in our paper: VectorEdits: A Dataset and Benchmark for Instruction-Based Editing of Vector Graphics
Github repository: JosefKuchar/vector-edits
We introduce a large-scale dataset for instruction-guided vector image editing, consisting of over 270,000 pairs of SVG images paired with natural language… See the full description on the dataset page: https://huggingface.co/datasets/mikronai/VectorEdits.