Dataset · Hugging Face

RuoliuYang/ulvr_subset

Name: ulvr_subset
Creator: RuoliuYang
License: apache-2.0
Keywords: task_categories:visual-question-answering, task_categories:image-to-text, license:apache-2.0, size_categories:100K<n<1M, modality:text, region:us, multimodal, visual-reasoning, latent-reasoning, teacher-latents, ULVR

ULVR stage-0 subsets (latent + source) Curated, nested subsets of the Unified Visual Latent Reasoning (ULVR) stage-0 training data. Each subset folder is self-contained and ships both: latent/ — pre-computed teacher latents, identical schema to RuoliuYang/step0-all source/ — the matching source samples (images + question/answer + messages), identical schema to RuoliuYang/ULVR_v2_clean Latents and source rows are joinable by sample_id (within a category). Folder… See the full description on the dataset page: https://huggingface.co/datasets/RuoliuYang/ulvr_subset.

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Author / organization	RuoliuYang
License (as declared)	apache-2.0
Downloads	26.2K (as reported by Hugging Face)
Likes	0
Created	3 June 2026
Last updated at source	2 July 2026

multimodalvisual-reasoninglatent-reasoningteacher-latentsULVR

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