What the market priced and what the polls measured about the same election, day by day, before it happened. - 419 national generic-ballot polls from 71 pollsters, fieldwork 2025-04-19 → 2026-09-17, 417 of them with the institute's own source URL - 23784 market price rows across 9 Polymarket contracts: chamber control, seat distributions, turnout, popular-vote margin, and whether the election happens on schedule - 517 headlines from 52 daily collections over a fixed list of 23 outlets - One already decided race with its verified outcome: the Texas Republican Senate primary runoff The Texas Senate Republican runoff resolved on May 26, 2026. Ken Paxton beat John Cornyn with 63.8% of more than…
SAVRN Model Hub
AI Training Datasets
Each dataset with its card, its structure (every split, row count and column type), its files, its license, and the models that disclose training on it.
11,122Models
3,164Datasets
285Papers
6,792Publishers
11,852Sourced relationships
Updated 2026-10-18 · How the library is built
3,164 datasets, sorted by most downloaded.
A continuously-growing collection of AI text detection predictions with optional user feedback, generated from the AI Text Detector Space. Every time someone analyzes text or a URL on the Space, the prediction is appended to this dataset. Users can also click "Correct" or "Incorrect" to provide feedback, which gets stored alongside the prediction. Or with the datasets library: 1. Model evaluation — see how the detector performs on real-world text submitted by users 2. Retraining data — records with feedback provide ground-truth labels for continuous learning 3. Failure analysis — examine where the model is wrong (feedback == "incorrect") 4. Distribution analysis — what kinds of text/URLs…
Pack 1 holds recent announcements from the Butlletí Oficial de la Província de Barcelona (bop.diba.cat), published by the Diputació de Barcelona. Each row is one anuncio with its full text extracted from the official PDF. Other provincial bulletins may join later packs. Private webmail addresses (gmail, hotmail, outlook, live, yahoo, icloud, aol, proton, gmx, yandex, telefonica.net, terra.es and similar; full list in scrapers/esboplib.py, WEBMAILDOMAINS) are replaced with [email redacted] in law titles and texts, and so in article texts. Council, Diputació and other institutional addresses (.cat,.es,.gov, council domains) are kept as published. The redaction is a deterministic pack step…
prettyname: "SiriusXM Channels & Airplay Dataset" - siriusxm - satellite-radio - radio - airplay - music-data - open-data - data-science - web-scraping - scraper - crawler - data-collection sizecategories: taskcategories: - other - configname: channels datafiles: - configname: channel-plays datafiles: Satellite radio channel lineup with genres, categories, channel numbers across platforms, and real-time play-by-play track history across SiriusXM music channels. The SiriusXM dataset on Rebrowser is free — but HuggingFace has file size limits, so this dataset contains a limited sample. For the full dataset (63.7M records, updated daily), visit rebrowser.net/products/datasets/siriusxm. This…
Robot manipulator / end-effector model catalog for botrail. - Browse it visually — thumbnails, datasheets, 3D with joint sliders: - Each package ships normalized URDF / USD (usdc) / GLB / collision meshes with per-file license records and a validation report (levels V0-V5). - distribution: recipeonly packages publish metadata + thumbnail only (upstream licenses do not permit redistributing the sources). One that a newer public revision of the same product replaces is not listed.
Open, continuously-growing data on the public-transport network of Bishkek, the capital of the Kyrgyz Republic. The data originates from the Bishkek mayoralty's public-transport monitoring system (the same feed behind the city's official live transit map and its "My City" mobile service). Only publicly buses, trolleybuses/electric buses, and marshrutkas (shared minibuses). The dataset is longitudinal and ongoing. Vehicle positions have been recorded continuously since 2026-07-24 (UTC) and are appended daily, so the tracking subset grows every day. This makes it, to our knowledge, the first openly available historical record of transit movement for Bishkek — the source system exposes only…
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference A web-based interface for preparing audio datasets to fine-tune OpenAI's Whisper model. This tool helps in recording, managing, and organizing voice recordings with their corresponding transcriptions, with support for cloud storage and authentication. - ⌨ Keyboard shortcuts for efficiency 1. Create a transcript CSV file with your content: 2. Start the Flask application: 3. Access the interface: 1. Authentication 2. Session Setup - Click "Start Session" 3. Recording - Use on-screen controls or keyboard shortcuts: - R: Start recording / Stop recording - Space: Play recording - Enter: Save…
Synthetic Nepali instruction-tuning data generated with NVIDIA NeMo Data Designer from authoritative Nepali documents (agriculture manuals, legal texts). Answers are grounded strictly in the source; unanswerable questions get an explicit refusal. Records use chat messages format plus metadata and per-record qualityscores (grounding / correctness / naturalness, 1-5, LLM-as-judge). One data/train-.jsonl per source document; shards are overwritten idempotently on re-runs. (grounding>=4, correctness>=3, naturalness>=3). Companion repos hold quality-gate rejects (rejected-) and records whose judge call failed (unjudged-).
Synthetic Nepali instruction-tuning data generated with NVIDIA NeMo Data Designer from authoritative Nepali documents (agriculture manuals, legal texts). Answers are grounded strictly in the source; unanswerable questions get an explicit refusal. Records use chat messages format plus metadata and per-record qualityscores (grounding / correctness / naturalness, 1-5, LLM-as-judge). One data/train-.jsonl per source document; shards are overwritten idempotently on re-runs. Records judged BELOW the quality gate; each has rejectreasons. Useful for judge calibration, hard-negative mining, or re-filtering with different thresholds. Do NOT use as-is for instruction tuning.
SIRR 合成集（一般 p=1）的关键差别。 合成测试集目录：gt/t{XX}.png（透射 GT）、r/t{XX}.png（反射层）、 levels/alpha{lv}/t{XX}.png（各档输入）、alpha/（透过率场）、meta.json。 注意：无反射参考帧（T.png / GT.png）与 vehiclessd 训练数据字节级同源， DONOTUSEINTRAINING.md）。 这条数据用于 RDNet（CVPR 2025）的贴膜域微调：冻 FocalNet 主干训练其余参数， 配套权重见 zmy1234567890/tintedglass-rdnet-synth-ft。 重要负结果：合成域微调不能迁移到实拍（三套实拍配对集 gain-matched PSNR 全部变差 −0.44 ~ −3.87 dB，Wilcoxon p<0.05）。候选原因是合成 T 无噪声/JPEG、 - 合成层（T 源、R 池）来自公开学术数据集（SIR²、RRWDataset 等），仅供研究；
This dataset contains daily-collected weather forecasts for up to seven days ahead for all the meteorological observatories in Japan, published by the Japan Meteorological Agency (JMA) at https://www.jma.go.jp/bosai/forecast/. We collect, structurize, and accumulate the prediction since the page is overridden whenever the information is updated. The data is automatically updated daily using GitHub Actions. Since the actual forecasts are published multiple times a day, we set up the column fromhour which represetnts the announced time. Further details are also available at note.com/jniimi/n/n06d3423bbbbf (Japanese only). This dataset can be utilized across a wide range of research fields.…
Model Collections
Hand-picked starting points, each with the reason it exists.
Collection · 4 entries
Embedding models for retrieval
Sentence and document embedding models used to build retrieval systems. Dimension and sequence length matter more than size here, and both come from the publisher.
Collection · 4 entries
Models that fit on one accelerator
Models whose publisher-reported parameter count puts them within reach of a single accelerator at common precisions. Memory needed depends on precision and serving configuration, so treat the parameter count as the starting point, not the answer.
Collection · 6 entries
Open-weight text models worth knowing
Widely used open-weight language models, chosen because each one is a distinct family rather than a variant of the one above it. Selection, not a ranking.
Collection · 3 entries
Speech and audio models
Recognition and synthesis models, grouped so the two directions are easy to compare.
Related SAVRN Research
The hub sits beside SAVRN's market data and infrastructure research: what models cost to run, and what it takes to run them.
SAVRN Index
What open models cost to run
The same open-weight model priced by every host that serves it, per million tokens.
Research Hub
Data center trackers and maps
Moratoriums, permits, power, water and capital behind the facilities that run these models.
Method
How the Model Hub is built
Sources, evidence labels, refresh behaviour, and the limits of every comparison here.