# cfli/LLARA-beir

Model from Hugging Face for sentence similarity: cfli/LLARA-beir · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- Framework: sentence-transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/cfli/LLARA-beir
- Hosting: hosted (13 files)
- Files: 13 hosted of 20 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: 13 files, 27 GB
- Full repo upstream: 53.9 GB
- Recommended file: 53.9 GB (9 files)
- Download: https://huggingbay.xyz/artifact/hf-model-cfli-llara-beir/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-cfli-llara-beir/download-plan)
- Per-file SHA-256: available for 13 of 13 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-cfli-llara-beir/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: 85
- Stars: 0
- Card completeness: 89%

## Description

External Hugging Face catalog record for cfli/LLARA-beir. Task: sentence similarity. Library: sentence transformers. Popularity signal at import: 85 downloads and 0 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Task categories: sentence-similarity
- Paper ids: 2312.15503
- File hints: 16 upstream file samples

## Referenced Data

- Paper: 2312.15503

## File Hints

- .gitattributes (1.5 KB)
- README.md (4.2 KB)
- added_tokens.json (282 B)
- config.json (671 B)
- generation_config.json (183 B)
- model-00001-of-00006.safetensors (4.5 GB) LFS
- model-00002-of-00006.safetensors (4.5 GB) LFS
- model-00003-of-00006.safetensors (4.5 GB) LFS
- model-00004-of-00006.safetensors (4.5 GB) LFS
- model-00005-of-00006.safetensors (4.5 GB) LFS
- model-00006-of-00006.safetensors (2.5 GB) LFS
- model.safetensors.index.json (23 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 2026-09-25T07:44:34.278Z.
- Open license detected as mit.
- 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-cfli-llara-beir
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-cfli-llara-beir/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-cfli-llara-beir/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-cfli-llara-beir/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-cfli-llara-beir
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-cfli-llara-beir/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-cfli-llara-beir&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-cfli-llara-beir/decentralized-fallbacks