# MWirelabs/pnar-mt

Model from Hugging Face for translation: MWirelabs/pnar-mt · transformers

## Facts

- Type: LLM
- Task: translation
- Framework: 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/MWirelabs/pnar-mt
- Hosting: hosted (7 files)
- Files: 7 hosted of 10 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: 7 files, 2.48 GB
- Full repo upstream: 2.48 GB
- Recommended file: 2.46 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-mwirelabs-pnar-mt/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-mwirelabs-pnar-mt/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-mwirelabs-pnar-mt/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: 61
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for MWirelabs/pnar-mt. Task: translation. Library: transformers. Languages: pbv, eng. Base model: facebook/nllb-200-distilled-600M. Includes 10 model-card evaluation signals. Popularity signal at import: 61 downloads and 0 likes.

## Model Card Facts

- Declared license: cc-by-4.0
- Pipeline: translation
- Library: transformers
- Base model: facebook/nllb-200-distilled-600M
- Task categories: translation
- Languages: pbv, eng
- Model-index entries: Pnar-English NLLB-200 Gold+Silver, Human Evaluation
- Evaluation signals: 10 model-card eval results
- File hints: 10 upstream file samples

## Evaluation Signals

- Pnar-English Gold Test Set: BLEU = 30.39 (Machine Translation)
- Pnar-English Gold Test Set: ChrF = 53.29 (Machine Translation)
- Pnar-English Gold Test Set: TER = 52.74 (Machine Translation)
- Pnar-English Gold Test Set: COMET = 0.693 (Machine Translation)
- Pnar-English Gold Test Set: BLEU = 26.02 (Machine Translation)
- Pnar-English Gold Test Set: ChrF = 46.75 (Machine Translation)
- Pnar-English Gold Test Set: TER = 60.37 (Machine Translation)
- Pnar-English Gold Test Set: COMET = 0.7 (Machine Translation)
- Pnar-English Gold Test Set: Mean Adequacy = 4.25 (Machine Translation)
- Pnar-English Gold Test Set: Mean Fluency = 4.53 (Machine Translation)

## File Hints

- .gitattributes (1.5 KB)
- README.md (6.8 KB)
- added_tokens.json (26 B)
- config.json (896 B)
- generation_config.json (184 B)
- model.safetensors (2.3 GB) LFS
- sentencepiece.bpe.model (4.6 MB) LFS
- special_tokens_map.json (1.1 KB)
- tokenizer.json (17 MB) LFS
- tokenizer_config.json (36 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 2026-09-24T20:12:23.312Z.
- Open license detected as cc-by-4.0.
- Model-index metadata found for Pnar-English NLLB-200 Gold+Silver, Human Evaluation.
- 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-mwirelabs-pnar-mt
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-mwirelabs-pnar-mt/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-mwirelabs-pnar-mt/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-mwirelabs-pnar-mt/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-mwirelabs-pnar-mt
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-mwirelabs-pnar-mt/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mwirelabs-pnar-mt&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-mwirelabs-pnar-mt/decentralized-fallbacks