Research snapshot of official legislation collected from Parliament of Zambia / ZambiaLII. Not legal advice. Official gazettes / government portals prevail over this corpus. - data/laws.parquet — one row per instrument (id, title, full text, dates, status, identifiers, article count, source URL). - data/articles.parquet — one row per article/section (lawid, article number, title, text, source URL). - scrapers/collectzm.py — research collector used to build this snapshot. - scrapers/common.py — shared collector helpers. - scrapers/worldlib.py — shared fetch (live official URL, Wayback fallback). - scrapers/archivefallbacks.py — Wayback / Common Crawl CDX helpers. Official government /…
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.
Research snapshot of official legislation collected from Lao Official Gazette. Not legal advice. Official gazettes / government portals prevail over this corpus. - data/laws.parquet — one row per instrument (id, title, full text, dates, status, identifiers, article count, source URL). - data/articles.parquet — one row per article/section (lawid, article number, title, text, source URL). - scrapers/collectla.py — research collector used to build this snapshot. - scrapers/common.py — shared collector helpers. - scrapers/worldlib.py — shared fetch (live official URL, Wayback fallback). - scrapers/archivefallbacks.py — Wayback / Common Crawl CDX helpers. Official government / gazette texts…
auto-safe/ contains approved model proposals and unanimous negative GT. auto-bonzai/ contains Bonsai corrections confirmed with high confidence. manuelle/ contains annotations accepted or corrected by a human. global/ contains distant views with visible fire or smoke outside forest-wildfire scenes. wildfire/ contains distant views with visible forest wildfire. Flame boxes stay small; a distant smoke plume may cover a large area. gold/ is the human calibration holdout; it is excluded from training. Some gold rows provide presence and origin points without boxes; use goldscope. Images and source licences are embedded or recorded per row; there is no blanket image licence. See audit/lots/ for…
prettyname: "Gametime Last-Minute Tickets & Event Listings Dataset" - open-data - data-science - web-scraping - scraper - crawler - data-collection - tickets - event-tickets - live-events - ticket-marketplace - sports-tickets - concert-tickets - ticket-pricing sizecategories: taskcategories: - other - configname: event-listings datafiles: - configname: events datafiles: - configname: performers datafiles: - configname: venues datafiles: Daily snapshots of Gametime's last-minute ticket marketplace with events, listings, deal badges, venues, and performers across sports, concerts, and theater. This dataset is a preview sample of the Gametime dataset published by Rebrowser. If you're doing…
Research snapshot of official legislation collected from PIS + parlament.gov.rs zakoni PDFs. Not legal advice. Official gazettes / government portals prevail over this corpus. - data/laws.parquet — one row per instrument (id, title, full text, dates, status, identifiers, article count, source URL). - data/articles.parquet — one row per article/section (lawid, article number, title, text, source URL). - scrapers/collectrs.py — research collector used to build this snapshot. - scrapers/common.py — shared collector helpers. - scrapers/worldlib.py — shared fetch (live official URL, Wayback fallback). - scrapers/archivefallbacks.py — Wayback / Common Crawl CDX helpers. Official government /…
Canonical COCO and AMBER detection packages are under detection/ /models/ /probes/ /. See detection/index.json for active and pending packages. Each published package has a manifest with exact checkpoint, cache and test-result paths. Seeds are 0, 42 and 1337. TruthPrInt retains its native validation TPR-at-1%-FPR checkpoint; other detection probes use best pooled validation AUROC. Detection thresholds are validation-best F1. COCO and AMBER are independent training/evaluation datasets. COCO 13B Ours/VIB checkpoints, caches and results are copied here; their frozen source records are not yet published, so these two packages remain pending in the index. ablation/ contains separately indexed…
A database of exact finite expansions of the Schur index of four-dimensional N=2 superconformal theories of class S. Release 5 holds 118,867 records, one per construction or Argyres–Douglas label: untwisted theories of type A₁–A₄, D₄, E₆, E₇ and E₈, ℤ₂-twisted theories of type A₃, D₄ and E₆, ℤ₃-twisted theories of type D₄, and Argyres–Douglas theories with one irregular puncture. Every series is computed from a published index formula with exact integer arithmetic and stored through x²⁰ (x = q^(1/2)), and every record names its sources: the index formula, the catalogue location of every piece of its construction, the sources of its annotations, and earlier computations of the same index in…
Machine translations of the Dolci-Think-SFT-32B dataset, produced with gemma-4-31B-it. The samples selected for translation are those where contentquality == "excellent" according to the propella annotations. Each row is a translated conversation plus the result of a post-translation quality filter: - id — source record id. - messages — the translated conversation (list of {content, role}). - filterpass — true if the row passed every filter check (the recommended clean subset). - rejectreasons — empty when filterpass, otherwise any of: structure (broken /turn mismatch), truncated (a trace/answer hit the generation token cap or has unbalanced delimiters), wronglang (target-language character…
Growing, publicly downloadable video-backed rollout dataset for the trace ablation arm at training step 500, seed 20260921. Each selected frozen observational prefix has exactly one cached continuation in each of two routes: null-intervention observational and diagnostic do(X=1). Prefix IDs are sorted once within each (W,Z) stratum and remain balanced as the cohort grows. The direct route of an observationally trained arm is a diagnostic; it does not replace the paper's observational importance-weighted estimator. Sampling note. Rollouts use a growing key-value cache: every generated frame attends to the whole history since the prefix, up to 280 frames, at absolute temporal positions. The…
This repository is configured as public with manual access approval. No audio, transcripts, or training manifests have been uploaded yet. The original transfer-staging metadata is retained below as history. Since 2026-10-08 this repository also preserves encrypted saved fullstate checkpoints from the actual 5000h development training and its continuations. Source: ReazonSpeech, provided by Reazon Human Interaction Laboratory / Reazon Holdings, Inc. Upstream specifies use solely within Article 30-4 of the Japanese Copyright Act; review the upstream dataset card and comply with applicable law. The license is not altered by this access gate. No additional license restrictions are asserted…
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.
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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.