# jana-ashraf-ai/python-assistant

Model from Hugging Face for text generation: jana-ashraf-ai/python-assistant · transformers

## Facts

- Type: LLM
- Task: text-generation
- 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/jana-ashraf-ai/python-assistant
- Hosting: hosted (9 files)
- Files: 9 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: at least 9 listed files; full count and size unknown
- Full repo upstream: 3.1 GB
- Download: https://huggingbay.xyz/artifact/hf-model-jana-ashraf-ai-python-assistant/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-jana-ashraf-ai-python-assistant/download-plan)
- Per-file SHA-256: available for 8 of 9 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-jana-ashraf-ai-python-assistant/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: 23
- Stars: 5
- Card completeness: 96%

## Description

External Hugging Face catalog record for jana-ashraf-ai/python-assistant. Task: text generation. Library: transformers. Languages: ar, en. Datasets referenced by card metadata: iamtarun/python_code_instructions_18k_alpaca. Base model: Qwen/Qwen2.5-1.5B-Instruct. Popularity signal at import: 34 downloads and 5 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: transformers
- Base model: Qwen/Qwen2.5-1.5B-Instruct
- Task categories: text-generation
- Languages: ar, en
- Referenced datasets: iamtarun/python_code_instructions_18k_alpaca
- File hints: 10 upstream file samples

## Referenced Data

- Dataset: iamtarun/python_code_instructions_18k_alpaca

## File Hints

- .gitattributes (1.5 KB)
- README.md (3.0 KB)
- chat_template.jinja (2.4 KB)
- config.json (1.3 KB)
- generation_config.json (241 B)
- model-00001-of-00002.safetensors (1.9 GB) LFS
- model-00002-of-00002.safetensors (1.0 GB) LFS
- model.safetensors.index.json (27 KB)
- tokenizer.json (11 MB) LFS
- tokenizer_config.json (691 B)

## 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 2026-09-03T20:55:11.276Z.
- Open license detected as apache-2.0.
- Model card references dataset context: iamtarun/python_code_instructions_18k_alpaca.
- 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-jana-ashraf-ai-python-assistant
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-jana-ashraf-ai-python-assistant/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-jana-ashraf-ai-python-assistant/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-jana-ashraf-ai-python-assistant/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-jana-ashraf-ai-python-assistant
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-jana-ashraf-ai-python-assistant/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-jana-ashraf-ai-python-assistant&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-jana-ashraf-ai-python-assistant/decentralized-fallbacks