datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
visual_haystacks
Visual Haystacks Dataset Card
Dataset details
Dataset type: Visual Haystacks (VHs) is a benchmark dataset specifically designed to evaluate the Large Multimodal Model's (LMM's) capability to handle long-context visual information. It can also be viewed as the first vision-centric Needle-In-A-Haystack (NIAH) benchmark dataset. Please also download COCO-2017's training set validation set.
Data Preparation and Benchmarking
Download the VQA questions:huggingface-cli… See the full description on the dataset page: https://huggingface.co/datasets/tsunghanwu/visual_haystacks.needle-in-a-haystack-ru-48k
needle-in-a-haystack-ru-48k
Русскоязычный датасет для обучения tool-calling в Home Assistant. Полный
вариант (〜48k примеров) в формате "needle in a haystack" — в каждой строке
огромный список тулов, модель должна найти нужный.
Структура (JSONL, одна запись на строку)
{
"query": "опусти жалюзи на кухне",
"tools": "[{\"name\":\"HassTurnOn\",...}, ...]",
"answers": "[{\"name\":\"HassTurnOff\",\"arguments\":{\"name\":\"blinds.kitchen\"}}]"
}
query — фраза… See the full description on the dataset page: https://huggingface.co/datasets/RockMan256/needle-in-a-haystack-ru-48k.visual_haystacks_v0
Visual Haystacks Dataset Card
Dataset details
Dataset type: Visual Haystacks (VHs) is a benchmark dataset specifically designed to evaluate the Large Multimodal Model's (LMM's) capability to handle long-context visual information. It can also be viewed as the first visual-centric Needle-In-A-Haystack (NIAH) benchmark dataset. Please also download COCO-2017's training set validation set.
Data Preparation and Benchmarking
Download the VQA questions:huggingface-cli… See the full description on the dataset page: https://huggingface.co/datasets/tsunghanwu/visual_haystacks_v0.needle-in-a-haystack-lfm-48k
needle-in-a-haystack-lfm-48k
Датасет для обучения tool-calling в Home Assistant в формате LFM
(ready-to-train для LFM2.5 / LFM-семейства). Содержит параллельные
русские и английские выборки в одном репозитории.
Файлы
needle_ru_48k.jsonl — русская выборка
needle_en_48k.jsonl — английская выборка
Структура (JSONL, одна запись на строку)
{
"query": "опусти жалюзи на кухне",
"tools": "[{\"name\":\"HassTurnOn\",...}, ...]",
"answers":… See the full description on the dataset page: https://huggingface.co/datasets/RockMan256/needle-in-a-haystack-lfm-48k.haystack_squadlike_finetuning_dataneedle-haystack-v1