# westenfelder/Qwen2.5-Coder-0.5B-Instruct-NL2SH

Model from Hugging Face for translation: westenfelder/Qwen2.5-Coder-0.5B-Instruct-NL2SH · transformers

## Facts

- Type: LLM
- Task: translation
- Framework: transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/westenfelder/Qwen2.5-Coder-0.5B-Instruct-NL2SH
- Hosting: hosted (7 files)
- Files: 7 hosted of 11 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, 999.5 MB
- Full repo upstream: 1 GB
- Recommended file: 988.1 MB · model.safetensors
- Parameters: 500M
- Download: https://huggingbay.xyz/artifact/hf-model-westenfelder-qwen2-5-coder-0-5b-instruct-nl2sh/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-westenfelder-qwen2-5-coder-0-5b-instruct-nl2sh/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-westenfelder-qwen2-5-coder-0-5b-instruct-nl2sh/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: 41
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for westenfelder/Qwen2.5-Coder-0.5B-Instruct-NL2SH. Task: translation. Library: transformers. Languages: en. Datasets referenced by card metadata: westenfelder/NL2SH-ALFA. Base model: Qwen/Qwen2.5-Coder-0.5B-Instruct. Includes 1 model-card evaluation signal. Popularity signal at import: 41 downloads and 0 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: translation
- Library: transformers
- Base model: Qwen/Qwen2.5-Coder-0.5B-Instruct
- Task categories: translation
- Languages: en
- Referenced datasets: westenfelder/NL2SH-ALFA
- Paper ids: 2502.06858
- Model-index entries: Qwen2.5-Coder-0.5B-Instruct-NL2SH
- Evaluation signals: 1 model-card eval result
- File hints: 11 upstream file samples

## Evaluation Signals

- NL2SH-ALFA: InterCode-ALFA = 0.27 (Natural Language to Bash Translation)

## Referenced Data

- Dataset: westenfelder/NL2SH-ALFA
- Paper: 2502.06858

## File Hints

- .gitattributes (1.5 KB)
- README.md (5.4 KB)
- added_tokens.json (632 B)
- config.json (826 B)
- generation_config.json (266 B)
- merges.txt (1.6 MB)
- model.safetensors (942 MB) LFS
- special_tokens_map.json (613 B)
- tokenizer.json (11 MB) LFS
- tokenizer_config.json (7.3 KB)
- vocab.json (2.6 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 2026-09-25T02:24:43.138Z.
- Open license detected as mit.
- Model-index metadata found for Qwen2.5-Coder-0.5B-Instruct-NL2SH.
- Model card references dataset context: westenfelder/NL2SH-ALFA.
- 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-westenfelder-qwen2-5-coder-0-5b-instruct-nl2sh
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-westenfelder-qwen2-5-coder-0-5b-instruct-nl2sh/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-westenfelder-qwen2-5-coder-0-5b-instruct-nl2sh/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-westenfelder-qwen2-5-coder-0-5b-instruct-nl2sh/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-westenfelder-qwen2-5-coder-0-5b-instruct-nl2sh
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-westenfelder-qwen2-5-coder-0-5b-instruct-nl2sh/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-westenfelder-qwen2-5-coder-0-5b-instruct-nl2sh&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-westenfelder-qwen2-5-coder-0-5b-instruct-nl2sh/decentralized-fallbacks