πŸ“Š
Uform Gen dataset by 4bit
⭐ 24.4
πŸ“Š
Dataset

Uform Gen

by 4bit 4bit/uform-gen
Free2AITools Nexus Index
24.4
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 33
P: Popularity 1
R: Recency 1
Q: Quality 65
Tech Context
Vital Performance —
Source β†’
Data Integrity 24.4 FNI Score
- Size
- Rows
- Tokens
Dataset Information Summary
Entity Passport
Registry ID 4bit/uform-gen
License Apache-2.0
Provider huggingface
πŸ“œ

Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset_4bit_uform_gen,
  author = {4bit},
  title = {Uform Gen Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/4bit/uform-gen}},
  note = {Accessed via Free2AITools.}
}
APA Style
4bit. (2026). Uform Gen [Dataset]. Free2AITools. https://huggingface.co/4bit/uform-gen

πŸ”¬Technical Deep Dive

Full Specifications [+]

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 33
Popularity (P) 1
Recency (R) 1
Quality (Q) 65

πŸ’¬ Index Insight

FNI V2.0 for Uform Gen: Authority (A:33), Popularity (P:1), Recency (R:1), Quality (Q:65). Semantic (S) is a query-time baseline scored live at search.

Free2AITools Nexus Index

Data Sources / Provenance

HuggingFace API GitHub Metadata Arxiv Citation DB Methodology
Open data Updated: Live data
⬇️
Downloads
11

🎯 Task Categories

multimodal

πŸ‘οΈ Data Preview

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Row-level preview not available for this dataset.

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

πŸ”— Explore Full Dataset β†—

🧬 Field Logic

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Schema not yet indexed for this dataset.

Dataset Specification

No documentation available for this entry.

Social Proof

HuggingFace Hub
11Downloads
Hub Discussions
πŸ€— Data Source: Hugging Face β†—
πŸ”„ Updated daily

Source summary: Based on Hugging Face metadata. Not a recommendation.

πŸ“Š FNI Methodology πŸ“š Knowledge Baseℹ️ Verify with original source

πŸ›‘οΈ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” Identity & Source

id
hf-dataset--4bit--uform-gen
slug
4bit--uform-gen
source
huggingface
author
4bit
license
Apache-2.0
tags
transformers, safetensors, vlm, text-generation, image-captioning, visual-question-answering, image-to-text, en, dataset:sbu_captions, dataset:visual_genome, dataset:huggingfacem4/vqav2, dataset:christophschuhmann/ms_coco_2017_url_text, base_model:unum-cloud/uform-vl-english, base_model:finetune:unum-cloud/uform-vl-english, license:apache-2.0, endpoints_compatible, region:us

βš™οΈ Technical Specs

architecture
VLMForCausalLM
params billions
1.49
context length
4,096
pipeline tag
image-to-text

πŸ“Š Engagement & Metrics

downloads
11
stars
0
forks
0

Data indexed from public sources. Updated daily.