# facebook/drama-base

Model from Hugging Face for sentence similarity: facebook/drama-base · 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-base
- Hosting: hosted (8 files)
- Files: 8 hosted of 15 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, 864.3 MB
- Full repo upstream: 864.6 MB
- Recommended file: 847.1 MB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-facebook-drama-base/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-base/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-base/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: 190
- Stars: 22
- Card completeness: 92%

## Description

External Hugging Face catalog record for facebook/drama-base. Task: sentence similarity. Library: transformers. Languages: ar, bn, zh, en, fi, fr, de, hi. Popularity signal at import: 190 downloads and 22 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: 15 upstream file samples

## Referenced Data

- Paper: 2502.18460

## File Hints

- .gitattributes (1.6 KB)
- 1_Pooling/config.json (296 B)
- README.md (8.9 KB)
- config.json (938 B)
- config_sentence_transformers.json (231 B)
- evaluation.png (178 KB)
- model.safetensors (808 MB) LFS
- modeling_drama.py (4.2 KB)
- modeling_drama_nested.py (24 KB)
- modeling_drama_non_nested.py (6.5 KB)
- modules.json (349 B)
- sentence_bert_config.json (54 B)

## 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 2026-09-19T07:37:07.002Z.
- 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-base
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-base/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-base/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-base/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-facebook-drama-base
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-base/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-facebook-drama-base&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-facebook-drama-base/decentralized-fallbacks