# nisten/shqiponja-15b-v2-8bit

Model from Hugging Face for text generation: nisten/shqiponja-15b-v2-8bit · transformers

## Facts

- Type: LLM
- Task: text-generation
- Framework: transformers
- License: gpl-3.0 — Commercial use is permitted with obligations: GPL-3.0: derivative works must be distributed under GPL-3.0 (strong copyleft). (https://spdx.org/licenses/GPL-3.0.html)
- Source: https://huggingface.co/nisten/shqiponja-15b-v2-8bit
- Hosting: hosted (5 files)
- Files: 5 hosted of 7 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: 5 files, 16.3 GB
- Full repo upstream: 16.3 GB
- Recommended file: 16.3 GB (GPTQ) · gptq_model-8bit-128g.safetensors
- Parameters: 15B
- Download: https://huggingbay.xyz/artifact/hf-model-nisten-shqiponja-15b-v2-8bit/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-nisten-shqiponja-15b-v2-8bit/download-plan)
- Per-file SHA-256: available for 5 of 5 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-nisten-shqiponja-15b-v2-8bit/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: 59
- Stars: 1
- Card completeness: 89%

## Description

External Hugging Face catalog record for nisten/shqiponja-15b-v2-8bit. Task: text generation. Library: transformers. Popularity signal at import: 59 downloads and 1 likes.

## Model Card Facts

- Declared license: gpl-3.0
- Pipeline: text-generation
- Library: transformers
- Task categories: text-generation
- File hints: 7 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- README.md (284 B)
- config.json (811 B)
- gptq_model-8bit-128g.safetensors (15 GB) LFS
- quantize_config.json (246 B)
- tokenizer.model (482 KB) LFS
- tokenizer_config.json (1.0 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 2026-09-19T12:12:10.268Z.
- Upstream license: gpl-3.0. Mirror admission policy: permissive (owner policy; no license rights inferred).
- 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-nisten-shqiponja-15b-v2-8bit
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-nisten-shqiponja-15b-v2-8bit/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-nisten-shqiponja-15b-v2-8bit/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-nisten-shqiponja-15b-v2-8bit/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-nisten-shqiponja-15b-v2-8bit
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-nisten-shqiponja-15b-v2-8bit/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-nisten-shqiponja-15b-v2-8bit&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-nisten-shqiponja-15b-v2-8bit/decentralized-fallbacks