datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
temporal-moe-corpus
temporal-moe-corpus
Tokenized training corpus for the Temporal-MoE experiments, 31.3 GiB.
This repository holds the tokenized corpus in Megatron indexed-dataset format, plus the 16k
tokenizer. It is what the training runs actually read. The raw web-crawl text is not hosted here,
because it is a byte-reproducible subset of a public dataset. The exact recipe and the checksums
needed to verify a reproduction are below.
Contents
dclm_tokenized/ 22 x… See the full description on the dataset page: https://huggingface.co/datasets/ncylich/temporal-moe-corpus.task389_torque_generate_temporal_question
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task389_torque_generate_temporal_question
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task389_torque_generate_temporal_question.task1507_boolean_temporal_reasoning
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1507_boolean_temporal_reasoning
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks}… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task1507_boolean_temporal_reasoning.exp-temporal-stability
Experiment H13: Temporal Stability Across Model Versions
Paper DOI: 10.5281/zenodo.19422427 — R15 (Zharnikov, 2026v)
Dataset DOI: 10.57967/hf/8455
Source Code: spectralbranding/sbt-papers/r15-ai-search-metamerism
Dataset Summary
450 LLM API calls testing whether successive model versions produce significantly different dimensional weight profiles for the same brands. Supplementary to the R15 study on dimensional collapse in AI-mediated brand perception (Zharnikov… See the full description on the dataset page: https://huggingface.co/datasets/spectralbranding/exp-temporal-stability.temporal-drift-invariants-v0.1
What this dataset tests
Time moves.
Assumptions decay.
You must notice.
Why it exists
Many replies treat yesterday as today.
That breaks decisions.
This set checks whether you detect drift and hold invariants.
Data format
Each row contains
timeline_context
user_message
drift_pressure
constraints
failure_modes_to_avoid
target_behaviors
gold_checklist
Feed the model
timeline_context
user_message
constraints
Score for
drift detection
time… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/temporal-drift-invariants-v0.1.TemporalHead
[ACL 2025] Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information
This repository contains two separate subsets of data (configs):
Temporal: JSON files in Temporal that include temporal knowledge.
Invariant: JSON files in Invariant that describe time-invariant knowledge based on LRE.
Each subset has its own schema. By defining them as two configs in the YAML header above, Hugging Face’s Dataset Viewer will show “Temporal” and… See the full description on the dataset page: https://huggingface.co/datasets/dmis-lab/TemporalHead.temporal-stock-icl-2025
Temporal Stock Direction ICL 2025
CSV dataset for temporal direction experiments over 2025 monthly stock closes.
It was built from Yahoo Finance chart data for 100 requested large-cap symbols;
98 symbols returned usable 12-month histories. The task is categorical:
answer higher or lower for monthly close transitions.
Files
monthly_closes.csv: monthly close observations, 1,176 rows.
transitions.csv: adjacent monthly transitions, 1,078 rows.
train_chronological.csv… See the full description on the dataset page: https://huggingface.co/datasets/deven367/temporal-stock-icl-2025.chatsubs-temporal-es-1990-2021
ChatSubs Temporal Spanish (1990-2021)
Dataset Description
Este dataset contiene una muestra estratificada de diálogos de películas en español,
extraída del dataset ChatSubs (Kharitonova et al., 2023).
Propósito
Diseñado para análisis temporal del lenguaje cinematográfico en español,
permitiendo estudiar la evolución de patrones lingüísticos a lo largo de tres décadas.
Dataset Structure
Data Fields
Campo
Tipo
Descripción
id… See the full description on the dataset page: https://huggingface.co/datasets/alvarotoledoupm/chatsubs-temporal-es-1990-2021.