# kalese/opus-mt-en-bkm-Final-80

Model from Hugging Face for llm: kalese/opus-mt-en-bkm-Final-80 · transformers

## Facts

- Type: LLM
- Task: general
- Framework: transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/kalese/opus-mt-en-bkm-Final-80
- Hosting: hosted (7 files)
- Files: 7 hosted of 12 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, 300.4 MB
- Full repo upstream: 301.9 MB
- Recommended file: 298.8 MB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-kalese-opus-mt-en-bkm-final-80/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-kalese-opus-mt-en-bkm-final-80/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-kalese-opus-mt-en-bkm-final-80/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: 38
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for kalese/opus-mt-en-bkm-Final-80. Library: transformers. Datasets referenced by card metadata: arrow. Base model: Helsinki-NLP/opus-mt-en-ro. Includes 1 model-card evaluation signal. Popularity signal at import: 38 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: general
- Library: transformers
- Base model: Helsinki-NLP/opus-mt-en-ro
- Task categories: general
- Referenced datasets: arrow
- Metrics: bleu
- Model-index entries: opus-mt-en-bkm-Final-80
- Evaluation signals: 1 model-card eval result
- File hints: 12 upstream file samples

## Evaluation Signals

- arrow: Bleu = 10.3853 (Sequence-to-sequence Language Modeling)

## Referenced Data

- Dataset: arrow

## File Hints

- .gitattributes (1.5 KB)
- README.md (2.3 KB)
- config.json (1.4 KB)
- generation_config.json (288 B)
- model.safetensors (285 MB) LFS
- runs/Apr02_14-42-42_46316c2715fa/events.out.tfevents.1712068963.46316c2715fa.595.3 (12 KB) LFS
- source.spm (770 KB)
- special_tokens_map.json (74 B)
- target.spm (798 KB)
- tokenizer_config.json (816 B)
- training_args.bin (5.0 KB) LFS
- vocab.json (1.4 MB)

## 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 2026-09-25T02:52:29.314Z.
- Open license detected as apache-2.0.
- Model-index metadata found for opus-mt-en-bkm-Final-80.
- Model card references dataset context: arrow.
- 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-kalese-opus-mt-en-bkm-final-80
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-kalese-opus-mt-en-bkm-final-80/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-kalese-opus-mt-en-bkm-final-80/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-kalese-opus-mt-en-bkm-final-80/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-kalese-opus-mt-en-bkm-final-80
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-kalese-opus-mt-en-bkm-final-80/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-kalese-opus-mt-en-bkm-final-80&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-kalese-opus-mt-en-bkm-final-80/decentralized-fallbacks