datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
surface_realisation_st_2020
Dataset Card for GEM/surface_realisation_st_2020
Link to Main Data Card
You can find the main data card on the GEM Website.
Dataset Summary
This dataset was used as part of the multilingual surface realization shared task in which a model gets full or partial universal dependency structures and has to reconstruct the natural language. This dataset support 11 languages.
You can load the dataset via:
import datasets
data =… See the full description on the dataset page: https://huggingface.co/datasets/GEM/surface_realisation_st_2020.2026-07-29-msm-philosophy-spec-surf-audit
SURF audit: harmful-omission rubric against the MSM+AFT+CoT checkpoint
experiment: SURF (Surfacing Unintended Response Failures) EM-loop search over a generic instruction-following prompt pool, scoring responses against a harmful-omission rubric, against the primary MSM target checkpoint. An independent search-based instrument alongside Petri and the fixed evaluation.
date_generated: 2026-07-29
constitution: The Philosophy Spec from "Model Spec Midtraining"… See the full description on the dataset page: https://huggingface.co/datasets/dougalldeepmind/2026-07-29-msm-philosophy-spec-surf-audit.surfPRM-data
surfPRM-data
SFT training data for surfPRM, a process reward model (PRM) for web agents.
9,821 pairwise step-preference samples stored as a single JSON array
Each sample has one field conversation with system / user / assistant turns:
the user turn contains the task intent, the current page's accessibility tree
(AXTree), the previous action trajectory, the start/current URLs, and two candidate
next actions; the assistant turn contains structured… See the full description on the dataset page: https://huggingface.co/datasets/polowitty/surfPRM-data.cve-decision-seeds
CVE Decision Seeds (500 Clean Verified Seeds)
This dataset contains 500 high-fidelity, verified C/C++ vulnerability seeds generated using the GEPA-First (Generative Explanation of Program Anomalies) framework for the BARRED synthetic debate pipeline.
Overview
Source Corpus: Extracted from CVEFixes.
Clean-Room Anti-Leakage Partitioning: Excluded against all 5,000 held-out evaluation scenarios in cve-decision using exact, normalized, and 5-gram fuzzy shingling ($J… See the full description on the dataset page: https://huggingface.co/datasets/surfiniaburger/cve-decision-seeds.Surface_Chemistrytaghazout-surf-spots
Taghazout Surf Spots & Live Forecast Feed
A registry of 20 named surf breaks on the Taghazout–Tamraght–Agadir coast of Morocco,
each mapped to a free, public, keyless JSON forecast endpoint.
Maintained by taghazout.io, a free surf forecast and trip planner
run locally on that coast.
What's in here
taghazout-surf-spots.csv
The spot registry — one row per break:
Column
Description
spot_key
Stable identifier used by the feed (e.g.… See the full description on the dataset page: https://huggingface.co/datasets/MyTaghazout/taghazout-surf-spots.orpheus-pidgin-cptll-v4-5-14-surface-boundary-repair-20260624ll-v4-5-15-surface-to-behavior-cleanup-20260624mainlan_skate_surfdipg_sft_datasetecho-surface-title-datasurface-type-json
Surface Type Dataset
JSON dataset describing surface types and traction levels
for humanoid robot locomotion.