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Drim Coldstartsft dataset by xiuhuywh
⭐ 34.2
📊
Dataset

Drim Coldstartsft

by xiuhuywh hf-dataset--xiuhuywh--drim-coldstartsft
Nexus Index
34.2 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 56
R: Recency 58
Q: Quality 30
Tech Context
Vital Performance
0 DL / 30D
0.0%
Source →
Data Integrity 34.2 FNI Score
- Size
- Rows
Parquet Format
- Tokens
Dataset Information Summary
Entity Passport
Registry ID hf-dataset--xiuhuywh--drim-coldstartsft
License Apache-2.0
Provider huggingface
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Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset__xiuhuywh__drim_coldstartsft,
  author = {xiuhuywh},
  title = {Drim Coldstartsft Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/xiuhuywh/drim-coldstartsft}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
xiuhuywh. (2026). Drim Coldstartsft [Dataset]. Free2AITools. https://huggingface.co/datasets/xiuhuywh/drim-coldstartsft

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
34.2
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 56
Recency (R) 58
Quality (Q) 30

đŸ’Ŧ Index Insight

FNI V2.0 for Drim Coldstartsft: Semantic (S:50), Authority (A:0), Popularity (P:56), Recency (R:58), Quality (Q:30).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
Unbiased Data Node Refresh: VFS Live
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Downloads
63,017

👁ī¸ Data Preview

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Schema structure is shown in the Field Logic panel when available.

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đŸ§Ŧ Field Logic

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Schema not yet indexed for this dataset.

Dataset Specification

This repository contains the cold-start SFT datasets used in the paper Deep But Reliable: Advancing Multi-turn Reasoning for Thinking with Images

📊 Structured Schema (Zero-Fabrication)

Feature Key Data Type
conversations unknown
images unknown
doc_id string

Estimated Rows: 44,289

Social Proof

HuggingFace Hub
63.0KDownloads
Hub Discussions
🤗 Data Source: Hugging Face ↗
🔄 Daily sync (03:00 UTC)

AI Summary: Based on Hugging Face metadata. Not a recommendation.

📊 FNI Methodology 📚 Knowledge Baseℹī¸ Verify with original source

🛡ī¸ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id
hf-dataset--xiuhuywh--drim-coldstartsft
slug
xiuhuywh--drim-coldstartsft
source
huggingface
author
xiuhuywh
license
Apache-2.0
tags
license:apache-2.0, size_categories:10k<n<100k, modality:image, modality:text, arxiv:2512.17306, region:us

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag

📊 Engagement & Metrics

downloads
63,017
stars
109
forks
0

Data indexed from public sources. Updated daily.