# RamsesDIIP/me5-large-construction-cat

Model from Hugging Face for sentence similarity: RamsesDIIP/me5-large-construction-cat · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- Framework: sentence-transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/RamsesDIIP/me5-large-construction-cat
- Hosting: hosted (8 files)
- Files: 8 hosted of 12 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 8 files, 2.26 GB
- Full repo upstream: 2.26 GB
- Recommended file: 2.24 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-ramsesdiip-me5-large-construction-cat/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-ramsesdiip-me5-large-construction-cat/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-ramsesdiip-me5-large-construction-cat/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 86
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for RamsesDIIP/me5-large-construction-cat. Task: sentence similarity. Library: sentence transformers. Languages: multilingual. Base model: intfloat/multilingual-e5-large. Includes 10 model-card evaluation signals.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: intfloat/multilingual-e5-large
- Task categories: sentence-similarity
- Languages: multilingual
- Metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
- Paper ids: 1908.10084, 2205.13147, 1703.07737
- Model-index entries: Multilingual E5 Large trained with triplet loss
- Evaluation signals: 10 model-card eval results
- File hints: 12 upstream file samples

## Evaluation Signals

- validation set: Cosine Accuracy = 0.9905482041587902 (Triplet)
- validation set: Dot Accuracy = 0.007561436672967864 (Triplet)
- validation set: Manhattan Accuracy = 0.9905482041587902 (Triplet)
- validation set: Euclidean Accuracy = 0.9905482041587902 (Triplet)
- validation set: Max Accuracy = 0.9905482041587902 (Triplet)
- test set: Cosine Accuracy = 0.9981132075471698 (Triplet)
- test set: Dot Accuracy = 0.0018867924528301887 (Triplet)
- test set: Manhattan Accuracy = 0.9981132075471698 (Triplet)
- test set: Euclidean Accuracy = 0.9981132075471698 (Triplet)
- test set: Max Accuracy = 0.9981132075471698 (Triplet)

## Referenced Data

- Paper: 1908.10084
- Paper: 2205.13147
- Paper: 1703.07737

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (297 B)
- README.md (39 KB)
- config.json (716 B)
- config_sentence_transformers.json (201 B)
- model.safetensors (2.1 GB) LFS
- modules.json (349 B)
- sentence_bert_config.json (53 B)
- sentencepiece.bpe.model (4.8 MB) LFS
- special_tokens_map.json (964 B)
- tokenizer.json (16 MB) LFS
- tokenizer_config.json (1.1 KB)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-29T10:43:48.727Z.
- Open license detected as apache-2.0.
- Model-index metadata found for Multilingual E5 Large trained with triplet loss.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-ramsesdiip-me5-large-construction-cat
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-ramsesdiip-me5-large-construction-cat/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-ramsesdiip-me5-large-construction-cat/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-ramsesdiip-me5-large-construction-cat/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-ramsesdiip-me5-large-construction-cat
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-ramsesdiip-me5-large-construction-cat/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-ramsesdiip-me5-large-construction-cat&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-ramsesdiip-me5-large-construction-cat/decentralized-fallbacks