# brivangl/qwenar-0.6b-montevideo

Model from Hugging Face for feature extraction: brivangl/qwenar-0.6b-montevideo · transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/brivangl/qwenar-0.6b-montevideo/blob/main/LICENSE)
- Source: https://huggingface.co/brivangl/qwenar-0.6b-montevideo
- Hosting: hosted (7 files)
- Files: 7 hosted of 18 listed
- Needs its own code to run: Uses custom model code (configuration_qwenar.py). Plain llama.cpp, Ollama and LM Studio commands are not offered for this model unless a GGUF file is 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, 2.4 GB
- Full repo upstream: 2.42 GB
- Recommended file: 2.39 GB · model.safetensors
- Parameters: 600M
- Download: https://huggingbay.xyz/artifact/hf-model-brivangl-qwenar-0-6b-montevideo/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-brivangl-qwenar-0-6b-montevideo/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-brivangl-qwenar-0-6b-montevideo/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: 440
- Stars: 2
- Card completeness: 96%

## Description

External Hugging Face catalog record for brivangl/qwenar-0.6b-montevideo. Task: feature extraction. Library: transformers. Languages: en. Datasets referenced by card metadata: cerebras/SlimPajama-627B. Popularity signal at import: 440 downloads and 2 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: feature-extraction
- Library: transformers
- Task categories: feature-extraction
- Languages: en
- Referenced datasets: cerebras/SlimPajama-627B
- Paper ids: 2308.11466, 2412.08821, 2307.05695, 2402.09353, 2402.12354
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: cerebras/SlimPajama-627B
- Paper: 2308.11466
- Paper: 2412.08821
- Paper: 2307.05695
- Paper: 2402.09353
- Paper: 2402.12354

## File Hints

- .gitattributes (1.6 KB)
- LICENSE (11 KB)
- NOTICE (678 B)
- README.md (13 KB)
- THIRD_PARTY.md (3.6 KB)
- bridge.py (3.7 KB)
- chat_template.jinja (4.0 KB)
- config.json (3.8 KB)
- configuration_qwenar.py (3.8 KB)
- encoder_tokenizer/tokenizer.json (11 MB) LFS
- encoder_tokenizer/tokenizer_config.json (439 B)
- losses.py (4.3 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 2026-09-23T01:34:16.244Z.
- Open license detected as apache-2.0.
- Model card references dataset context: cerebras/SlimPajama-627B.
- 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-brivangl-qwenar-0-6b-montevideo
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-brivangl-qwenar-0-6b-montevideo/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-brivangl-qwenar-0-6b-montevideo/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-brivangl-qwenar-0-6b-montevideo/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-brivangl-qwenar-0-6b-montevideo
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-brivangl-qwenar-0-6b-montevideo/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-brivangl-qwenar-0-6b-montevideo&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-brivangl-qwenar-0-6b-montevideo/decentralized-fallbacks