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Bge Base Legal Matryoshka dataset by Yac1n3
⭐ 39
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Dataset

Bge Base Legal Matryoshka

by Yac1n3 hf-dataset--yac1n3--bge-base-legal-matryoshka
Nexus Index
39.0 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 3
R: Recency 97
Q: Quality 65
Tech Context
Vital Performance
0 DL / 30D
0.0%
Source →
Data Integrity 39 FNI Score
- Size
- Rows
Parquet Format
- Tokens
Dataset Information Summary
Entity Passport
Registry ID hf-dataset--yac1n3--bge-base-legal-matryoshka
Provider huggingface
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Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset__yac1n3__bge_base_legal_matryoshka,
  author = {Yac1n3},
  title = {Bge Base Legal Matryoshka Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/yac1n3/bge-base-legal-matryoshka}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
Yac1n3. (2026). Bge Base Legal Matryoshka [Dataset]. Free2AITools. https://huggingface.co/datasets/yac1n3/bge-base-legal-matryoshka

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
39.0
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 3
Recency (R) 97
Quality (Q) 65

đŸ’Ŧ Index Insight

FNI V2.0 for Bge Base Legal Matryoshka: Semantic (S:50), Authority (A:0), Popularity (P:3), Recency (R:97), Quality (Q:65).

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
25

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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

Social Proof

HuggingFace Hub
25Downloads
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--yac1n3--bge-base-legal-matryoshka
slug
yac1n3--bge-base-legal-matryoshka
source
huggingface
author
Yac1n3
license
tags
sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2017, loss:matryoshkaloss, loss:multiplenegativesrankingloss, en, dataset:isaacus/open-australian-legal-qa, arxiv:1908.10084, arxiv:2205.13147, arxiv:1807.03748, base_model:baai/bge-base-en-v1.5, base_model:finetune:baai/bge-base-en-v1.5, model-index, text-embeddings-inference, endpoints_compatible, region:us

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag
sentence-similarity

📊 Engagement & Metrics

downloads
25
stars
0
forks
0

Data indexed from public sources. Updated daily.