# bartowski/Reasoning-0.5b-GGUF

Model from Hugging Face for text generation: bartowski/Reasoning-0.5b-GGUF · 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/bartowski/Reasoning-0.5b-GGUF
- Hosting: hosted (1 file)
- Files: 1 hosted of 24 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: 1 file, 397.8 MB
- Full repo upstream: 8.83 GB
- Recommended file: 397.8 MB (Q4_K_M) · Reasoning-0.5b-Q4_K_M.gguf
- Parameters: 500M
- Download: https://huggingbay.xyz/artifact/hf-model-bartowski-reasoning-0-5b-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-bartowski-reasoning-0-5b-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-bartowski-reasoning-0-5b-gguf/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: 1443
- Stars: 4
- Card completeness: 96%

## Description

External Hugging Face catalog record for bartowski/Reasoning-0.5b-GGUF. Task: text generation. Library: transformers. Languages: en. Datasets referenced by card metadata: KingNish/reasoning-base-20k. Base model: KingNish/Reasoning-0.5b. Popularity signal at import: 1,378 downloads and 4 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: transformers
- Base model: KingNish/Reasoning-0.5b
- Task categories: text-generation
- Languages: en
- Referenced datasets: KingNish/reasoning-base-20k
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: KingNish/reasoning-base-20k

## File Hints

- .gitattributes (2.8 KB)
- README.md (8.9 KB)
- Reasoning-0.5b-IQ3_M.gguf (327 MB) LFS
- Reasoning-0.5b-IQ4_XS.gguf (333 MB) LFS
- Reasoning-0.5b-Q2_K.gguf (323 MB) LFS
- Reasoning-0.5b-Q2_K_L.gguf (323 MB) LFS
- Reasoning-0.5b-Q3_K_L.gguf (352 MB) LFS
- Reasoning-0.5b-Q3_K_S.gguf (323 MB) LFS
- Reasoning-0.5b-Q3_K_XL.gguf (352 MB) LFS
- Reasoning-0.5b-Q4_0.gguf (337 MB) LFS
- Reasoning-0.5b-Q4_0_4_4.gguf (336 MB) LFS
- Reasoning-0.5b-Q4_0_4_8.gguf (336 MB) LFS

## 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 2026-08-28T06:14:04.088Z.
- Open license detected as apache-2.0.
- Model card references dataset context: KingNish/reasoning-base-20k.
- 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-bartowski-reasoning-0-5b-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-bartowski-reasoning-0-5b-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-bartowski-reasoning-0-5b-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-bartowski-reasoning-0-5b-gguf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-bartowski-reasoning-0-5b-gguf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-bartowski-reasoning-0-5b-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-bartowski-reasoning-0-5b-gguf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-bartowski-reasoning-0-5b-gguf/decentralized-fallbacks