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Imaging · dataset · 2024

jingyaogong/minimind-v_dataset

Listed in Hugging Face Datasets

Description

Ⅰ 数据集 本轮训练用到的图文数据全部来自 ALLaVA-4V 系列。 相比以往从几份 LLaVA 衍生集拼接得到的数据,ALLaVA-4V 的质量更整齐、中英双语原生对照,细粒度描述也更充分。 它由两个子源构成:一份是 LAION 里挑出来的高质量图片(自然图像为主),一份是 VFLAN 指令流里挑出来的图片(文档、图表、合成场景居多)。 Pretrain(pretrain_i2t.parquet,约 127 万条 / ~64 万张唯一图像) ALLaVA-Caption-LAION-4V 英/中:~47万 + ~44万ALLaVA-Caption-VFLAN-4V 英/中:~19万 + ~17万 任务形式为"请描述这张图片"类的单轮长描述,用于让模型建立视觉 token 到语言 token 的基础对齐。 SFT(sft_i2t.parquet,约 290 万条 / ~65 万张唯一图像) ALLaVA-Instruct-LAION-4V 英/中:~47万 + ~47万… See the full description on the dataset page: huggingface.co/datasets/jingyaogong/minimind-v_dataset.

Links

Catalogue records · 1

Topics

Stated by source
image · visual question answering
Provenance · 1 source records, 10 field assertions
SourceKeyLast seenRaw
Hugging Face Datasetsjingyaogong/minimind-v_dataset12 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · Hugging Faceconnector:huggingface@1.0.0/gated
concepts[field].local:field:computer-science-aimapping · Hugging Faceconnector:huggingface@1.0.0
concepts[modality].hf_modality:imagesource · Hugging Faceconnector:huggingface@1.0.0
concepts[task].hf_task:visual-question-answeringsource · Hugging Faceconnector:huggingface@1.0.0/tags[task_categories:*]
created_datesource · Hugging Faceconnector:huggingface@1.0.0
descriptionsource · Hugging Faceconnector:huggingface@1.0.0/description
licensesource · Hugging Faceconnector:huggingface@1.0.0/tags[license:*]
publication_datesource · Hugging Faceconnector:huggingface@1.0.0
titlesource · Hugging Faceconnector:huggingface@1.0.0/id
updated_datesource · Hugging Faceconnector:huggingface@1.0.0