πŸ“Š
Bge Base Legal Matryoshka dataset by Yac1n3
⭐ 39
πŸ“Š
Dataset

Bge Base Legal Matryoshka

by Yac1n3 yac1n3/bge-base-legal-matryoshka
Free2AITools Nexus Index
39.0
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 0
P: Popularity 3
R: Recency 46
Q: Quality 65
Tech Context
Vital Performance —
Source β†’
Data Integrity 39 FNI Score
- Size
- Rows
- Tokens
Dataset Information Summary
Entity Passport
Registry ID yac1n3/bge-base-legal-matryoshka
Provider huggingface
πŸ“œ

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/Yac1n3/bge-base-legal-matryoshka}},
  note = {Accessed via Free2AITools.}
}
APA Style
Yac1n3. (2026). Bge Base Legal Matryoshka [Dataset]. Free2AITools. https://huggingface.co/Yac1n3/bge-base-legal-matryoshka

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) 0
Popularity (P) 3
Recency (R) 46
Quality (Q) 65

πŸ’¬ Index Insight

FNI V2.0 for Bge Base Legal Matryoshka: Authority (A:0), Popularity (P:3), Recency (R:46), 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
25

🎯 Task Categories

embedding

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.

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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
25Downloads
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--yac1n3--bge-base-legal-matryoshka
slug
yac1n3--bge-base-legal-matryoshka
source
huggingface
author
Yac1n3
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

βš™οΈ Technical Specs

architecture
BertModel
params billions
0.11
context length
512
pipeline tag
sentence-similarity

πŸ“Š Engagement & Metrics

downloads
25

Data indexed from public sources. Updated daily.