# QuantFactory/TIPO-500M-GGUF

Model from Hugging Face for text generation: QuantFactory/TIPO-500M-GGUF · transformers

## Facts

- Type: LLM
- Task: text-generation
- Framework: transformers
- License: unknown
- Source: unknown
- Hosting: hosted (1 file)
- Files: 1 hosted of 16 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, 314.1 MB
- Full repo upstream: 4.63 GB
- Recommended file: 314.1 MB (Q4_K_M) · TIPO-500M.Q4_K_M.gguf
- Parameters: 500M
- Download: https://huggingbay.xyz/artifact/hf-model-quantfactory-tipo-500m-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-tipo-500m-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-tipo-500m-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: 916
- Stars: 4
- Card completeness: 96%

## Description

External Hugging Face catalog record for QuantFactory/TIPO-500M-GGUF. Task: text generation. Library: transformers. Languages: en. Datasets referenced by card metadata: laion/conceptual-captions-12m-webdataset, CaptionEmporium/coyo-hd-11m-llavanext, KBlueLeaf/danbooru2023-metadata-database, graph-based-captions/GBC10M. Popularity signal at import: 916 downloads and 4 likes.

## Model Card Facts

- Declared license: other
- Pipeline: text-generation
- Library: transformers
- Task categories: text-generation
- Languages: en
- Referenced datasets: laion/conceptual-captions-12m-webdataset, CaptionEmporium/coyo-hd-11m-llavanext, KBlueLeaf/danbooru2023-metadata-database, graph-based-captions/GBC10M
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: laion/conceptual-captions-12m-webdataset
- Dataset: CaptionEmporium/coyo-hd-11m-llavanext
- Dataset: KBlueLeaf/danbooru2023-metadata-database
- Dataset: graph-based-captions/GBC10M

## File Hints

- .gitattributes (2.3 KB)
- README.md (6.4 KB)
- TIPO-500M.Q2_K.gguf (195 MB) LFS
- TIPO-500M.Q3_K_L.gguf (265 MB) LFS
- TIPO-500M.Q3_K_M.gguf (246 MB) LFS
- TIPO-500M.Q3_K_S.gguf (224 MB) LFS
- TIPO-500M.Q4_0.gguf (283 MB) LFS
- TIPO-500M.Q4_1.gguf (311 MB) LFS
- TIPO-500M.Q4_K_M.gguf (300 MB) LFS
- TIPO-500M.Q4_K_S.gguf (285 MB) LFS
- TIPO-500M.Q5_0.gguf (339 MB) LFS
- TIPO-500M.Q5_1.gguf (367 MB) LFS

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: review
- Provenance: missing
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-19T04:47:18.557Z.
- Upstream license: other. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Model card references dataset context: laion/conceptual-captions-12m-webdataset, CaptionEmporium/coyo-hd-11m-llavanext, KBlueLeaf/danbooru2023-metadata-database, graph-based-captions/GBC10M.
- 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-quantfactory-tipo-500m-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-tipo-500m-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-tipo-500m-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-tipo-500m-gguf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-quantfactory-tipo-500m-gguf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-tipo-500m-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-quantfactory-tipo-500m-gguf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-tipo-500m-gguf/decentralized-fallbacks