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Flan T5 Base Samsum dataset by achimoraites
⭐ 24.5
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Dataset

Flan T5 Base Samsum

by achimoraites achimoraites/flan-t5-base-samsum
Free2AITools Nexus Index
24.5
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 39
P: Popularity 1
R: Recency 1
Q: Quality 65
Tech Context
Vital Performance —
Source β†’
Data Integrity 24.5 FNI Score
- Size
- Rows
- Tokens
Dataset Information Summary
Entity Passport
Registry ID achimoraites/flan-t5-base-samsum
License Apache-2.0
Provider huggingface
πŸ“œ

Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset_achimoraites_flan_t5_base_samsum,
  author = {achimoraites},
  title = {Flan T5 Base Samsum Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/achimoraites/flan-t5-base-samsum}},
  note = {Accessed via Free2AITools.}
}
APA Style
achimoraites. (2026). Flan T5 Base Samsum [Dataset]. Free2AITools. https://huggingface.co/achimoraites/flan-t5-base-samsum

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) 39
Popularity (P) 1
Recency (R) 1
Quality (Q) 65

πŸ’¬ Index Insight

FNI V2.0 for Flan T5 Base Samsum: Authority (A:39), 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
12

🎯 Task Categories

summarization

πŸ‘οΈ Data Preview

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

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🧬 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
12Downloads
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--achimoraites--flan-t5-base-samsum
slug
achimoraites--flan-t5-base-samsum
source
huggingface
author
achimoraites
license
Apache-2.0
tags
transformers, pytorch, tensorboard, safetensors, t5, text2text-generation, generated_from_trainer, summarization, en, dataset:samsum, license:apache-2.0, model-index, text-generation-inference, endpoints_compatible, region:us

βš™οΈ Technical Specs

architecture
T5ForConditionalGeneration
params billions
0.25
context length
512
pipeline tag
summarization

πŸ“Š Engagement & Metrics

downloads
12
stars
0
forks
0

Data indexed from public sources. Updated daily.