datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
ltaf-haystack-fixeduk-dale-haystack
UK-DALE-Haystack
A controlled additive-needle benchmark for long-context time-series language
models built on top of UK-DALE (Kelly & Knottenbelt, 2015), the canonical
UK domestic appliance-level + whole-house power demand dataset.
Each sample is a 6-second-sampled mains active-power trace with one or more
real per-appliance bouts inserted at known locations. A QA prompt asks the
model to detect, count, localize, order, or reason about those bouts across
five context lengths from 15… See the full description on the dataset page: https://huggingface.co/datasets/nz00shuuuu/uk-dale-haystack.sleep_psg_ts_haystackltaf-haystackurbansound-haystack
Urban-Sound-Haystack
A long-context urban-audio QA benchmark across 10 task types and
4 context lengths (100 s, 15 min, 30 min, 1 h). Each soundscape is
synthesised by Scaper from
UrbanSound8K foreground events over TUT acoustic-scene backgrounds, sampled
at 16 kHz mono PCM_32. Two of the ten tasks
(anomaly_detection, anomaly_localization) draw from a parallel pool
where every soundscape contains exactly one out-of-vocabulary event from
ESC-50 (glass_breaking or crying_baby).
This… See the full description on the dataset page: https://huggingface.co/datasets/nz00shuuuu/urbansound-haystack.needle-in-a-haystack-biographies-v2qwen3_0.6b-task738_augmented_needle_in_a_haystack_Mar16-1507_blendedqwen3_0.6b_needle_in_a_haystack_Mar17-1948_blendedneedle-in-a-haystack-biographies-v0qwen3_0.6b_needle_in_a_haystack_Mar17-1948multineedle-3needles-haystack-datasetyurtsrag-multineedle-3needles-haystack-datasetgpt4o-multineedle-3needles-haystack-dataset_iter2gpt4o-multineedle-3needles-haystack-datasetqwen3_0.6b-task738_augmented_needle_in_a_haystack_Mar16-1507gpt4o-multineedle-3needles-haystack-dataset_v2needle_in_a_haystack_biographies_yurts_v1needle-haystack-v1gpt4o-multineedle-3needles-haystack-dataset_iter1needle_in_a_haystack_yurtsRAG
