datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
govie-dsp-rates-reranker-bilingual-v1
gov.ie DSP Rates Reranker Bilingual v1
Bilingual (query, candidate_page) reranking dataset for gov.ie Department of Social Protection payment-rate lookup.
This release is built from a curated DSP scheme catalog grounded in public gov.ie service pages and the official SW19 Rates of Payment 2026 booklet.
What is in the dataset
English and Irish Gaelic query variants for DSP allowance, benefit and grant lookup
exact-name and rate-lookup queries
page-level positives with… See the full description on the dataset page: https://huggingface.co/datasets/temsa/govie-dsp-rates-reranker-bilingual-v1.ds-python-updspy-security-bench-trainset-workspace
dspy-security-bench: workspace trainset (v0.1)
This is the synthetic, environment-grounded query-only trainset used to
optimize DSPy programs in v0.1 of
dspy-security-bench,
a benchmark that measures whether DSPy prompt optimization affects the
prompt-injection robustness of agentic LLM programs.
What's in here
192 query / ground-truth pairs grounded in the
AgentDojo workspace suite's
default environment (calendar, inbox, files).
{"prompt": "What is the… See the full description on the dataset page: https://huggingface.co/datasets/immu4989/dspy-security-bench-trainset-workspace.dsp-fft-sampling-aliasing
Synthetic DSP Dataset: FFT + Sampling / Aliasing
This repository contains synthetic instruction-style DSP samples
designed for numerical reasoning and conceptual understanding of
Digital Signal Processing (DSP) fundamentals.
The dataset focuses on:
FFT bin reasoning and frequency-domain interpretation
Sampling theory
Aliasing effects
Dataset Origin & Verification
This dataset was generated as part of the project:
Fine-Tuning Lightweight Large Language Models for a… See the full description on the dataset page: https://huggingface.co/datasets/Irfanuruchi/dsp-fft-sampling-aliasing.Qwen3.6-27B-DSpark-data
Qwen3.6-27B DSpark training data (on-policy, clean)
On-policy conversations generated by Avesed/Qwen3.6-27B-W4A16
on a sha256-verified checkpoint, used to train Avesed/Qwen3.6-27B-DSpark.
Each file is its own dataset config (they use different id schemes — integer vs zh_*
string — so the viewer must keep them separate rather than merge into one table).
config / file
convs
lang
prompt source
pb_pool94k_clean
~86k
en
PerfectBlend-style instruction mix
general_onpolicy… See the full description on the dataset page: https://huggingface.co/datasets/Avesed/Qwen3.6-27B-DSpark-data.chunked_dspy_docsmascarade-dsp-dataset
Mascarade — DSP & Signal Processing Q&A
✅ ATTRIBUTION AUDIT COMPLETED (2026-05-11)
Per-sample Stack Exchange Electronics attribution recovered via the SE
/search/advanced + /questions/{id} API search :
169 samples (~5.35 %) confirmed as Stack Exchange Electronics
(CC-BY-SA-4.0) — fully attributed in metadata.stack_exchange_attribution
(URL + author display name + author user_id + post_id + creation_date_unix + match_confidence ≥ 0.60).
535 samples (~16.93 %) marked… See the full description on the dataset page: https://huggingface.co/datasets/electron-rare/mascarade-dsp-dataset.chunked_dspy_codeDSPR
DSPR
Verified simple/hard perturbation pairs of math problems, curated for training and
evaluating chain-of-thought reasoning-structure similarity (the DSPR / CoTSimilarity
research pipeline).
Each record starts from an original problem (sourced from MATH, NuminaMath, or
OpenMathInstruct-2) and carries two authored variants:
simple — a perturbation intended to preserve the original's reasoning structure.
hard — a perturbation intended to alter it.
Only records with status… See the full description on the dataset page: https://huggingface.co/datasets/jackstawasz/DSPR.mascarade-dsp-dataset
Mascarade — DSP & Signal Processing Q&A
✅ ATTRIBUTION AUDIT COMPLETED (2026-05-11)
Per-sample Stack Exchange Electronics attribution recovered via the SE
/search/advanced + /questions/{id} API search :
169 samples (~5.35 %) confirmed as Stack Exchange Electronics
(CC-BY-SA-4.0) — fully attributed in metadata.stack_exchange_attribution
(URL + author display name + author user_id + post_id + creation_date_unix + match_confidence ≥ 0.60).
535 samples (~16.93 %) marked… See the full description on the dataset page: https://huggingface.co/datasets/Ailiance-fr/mascarade-dsp-dataset.DSP-Plus-miniF2F-gapsdspp-phase-01govie-dsp-rates-reranker-bilingual-v2
gov.ie DSP Rates Reranker Bilingual v2
Bilingual (query, candidate_page) reranking dataset for gov.ie Department of Social Protection payment-rate lookup.
This release is built from a curated DSP scheme catalog grounded in public gov.ie service pages and the official SW19 Rates of Payment 2026 booklet.
What is in the dataset
English and Irish Gaelic query variants for DSP allowance, benefit and grant lookup
exact-name and rate-lookup queries
page-level positives with… See the full description on the dataset page: https://huggingface.co/datasets/temsa/govie-dsp-rates-reranker-bilingual-v2.DSPRdspark-regen-input-opb-10000dspark-regen-instruct2507-opb-10000dspp-phase01-smalldspy-dataset-datakite-assessement