# Sami92/multiling-e5-large-instruct-claim-matching

Model from Hugging Face for sentence similarity: Sami92/multiling-e5-large-instruct-claim-matching · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- Framework: sentence-transformers
- License: cc-by-4.0 — cc-by-4.0: commercial use, modification, and redistribution are permitted with attribution. (https://spdx.org/licenses/CC-by-4.0.html)
- Source: https://huggingface.co/Sami92/multiling-e5-large-instruct-claim-matching
- Hosting: hosted (8 files)
- Files: 8 hosted of 17 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: at least 8 listed files; full count and size unknown
- Full repo upstream: 2.27 GB
- Recommended file: 2.24 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-sami92-multiling-e5-large-instruct-claim-matching/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/download-plan)
- Per-file SHA-256: available for 7 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/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: 89
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for Sami92/multiling-e5-large-instruct-claim-matching. Task: sentence similarity. Library: sentence transformers. Languages: de. Base model: intfloat/multilingual-e5-large-instruct. Includes 8 model-card evaluation signals. Popularity signal at import: 89 downloads and 0 likes.

## Model Card Facts

- Declared license: cc-by-4.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: intfloat/multilingual-e5-large-instruct
- Task categories: sentence-similarity
- Languages: de
- Metrics: cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, dot_accuracy
- Paper ids: 1908.10084, 2309.12871
- Model-index entries: SentenceTransformer based on intfloat/multilingual-e5-large-instruct
- Evaluation signals: 8 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- FineTuned 8: Cosine Accuracy = 0.9758104058839553 (Binary Classification)
- FineTuned 8: Cosine Accuracy Threshold = 0.9067002534866333 (Binary Classification)
- FineTuned 8: Cosine F1 = 0.48869752421959095 (Binary Classification)
- FineTuned 8: Cosine F1 Threshold = 0.9034577012062073 (Binary Classification)
- FineTuned 8: Cosine Precision = 0.6735905044510386 (Binary Classification)
- FineTuned 8: Cosine Recall = 0.38344594594594594 (Binary Classification)
- FineTuned 8: Cosine Ap = 0.5012063718756087 (Binary Classification)
- FineTuned 8: Dot Accuracy = 0.9758104058839553 (Binary Classification)

## Referenced Data

- Paper: 1908.10084
- Paper: 2309.12871

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (297 B)
- README.md (49 KB)
- config.json (781 B)
- config_sentence_transformers.json (202 B)
- model.safetensors (2.1 GB) LFS
- modules.json (349 B)
- prompt.txt (1.8 KB)
- sentence_bert_config.json (53 B)
- sentencepiece.bpe.model (4.8 MB) LFS
- similarity_histogram.html (3.8 MB)
- similarity_histogram.jpg (121 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 2026-09-24T09:26:51.539Z.
- Open license detected as cc-by-4.0.
- Model-index metadata found for SentenceTransformer based on intfloat/multilingual-e5-large-instruct.
- 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-sami92-multiling-e5-large-instruct-claim-matching
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-sami92-multiling-e5-large-instruct-claim-matching
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-sami92-multiling-e5-large-instruct-claim-matching&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-sami92-multiling-e5-large-instruct-claim-matching/decentralized-fallbacks