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
Where it is published
- Hugging Face dataset page huggingface.co/datasets/jingyaogong/minimind-v_dataset ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/jingyaogong/minimind-v_dataset ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · visual question answering
- From keywords
- Computer Science & AI
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | jingyaogong/minimind-v_dataset | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:visual-question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |