# facebook/drama-large

Model from Hugging Face for sentence similarity: facebook/drama-large · transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- Framework: transformers
- License: cc-by-nc-4.0 — cc-by-nc-4.0: commercial use is not permitted; non-commercial use and adaptations require attribution. (https://spdx.org/licenses/CC-by-nc-4.0.html)
- Source: https://huggingface.co/facebook/drama-large
- Hosting: hosted (8 files)
- Files: 8 hosted of 13 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, 1.62 GB
- Full repo upstream: 1.62 GB
- Recommended file: 1.6 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-facebook-drama-large/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-large/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-large/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: 5137
- Stars: 8
- Card completeness: 92%

## Description

External Hugging Face catalog record for facebook/drama-large. Task: sentence similarity. Library: transformers. Languages: ar, bn, zh, en, fi, fr, de, hi. Popularity signal at import: 5,137 downloads and 8 likes.

## Model Card Facts

- Declared license: cc-by-nc-4.0
- Pipeline: sentence-similarity
- Library: transformers
- Task categories: sentence-similarity
- Languages: ar, bn, zh, en, fi, fr, de, hi
- Paper ids: 2502.18460
- File hints: 13 upstream file samples

## Referenced Data

- Paper: 2502.18460

## File Hints

- .gitattributes (1.5 KB)
- 1_Pooling/config.json (297 B)
- README.md (7.3 KB)
- config.json (933 B)
- config_sentence_transformers.json (231 B)
- evaluation.png (178 KB)
- model.safetensors (1.5 GB) LFS
- modeling_drama.py (5.9 KB)
- modules.json (349 B)
- sentence_bert_config.json (54 B)
- special_tokens_map.json (449 B)
- tokenizer.json (16 MB) LFS

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: review
- 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 2026-09-18T21:30:24.633Z.
- Upstream license: cc-by-nc-4.0. Mirror admission policy: permissive (owner policy; no license rights inferred).
- 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-facebook-drama-large
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-large/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-large/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-large/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-facebook-drama-large
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-large/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-facebook-drama-large&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-large/decentralized-fallbacks