# QuantFactory/instinct-GGUF

Model from Hugging Face for text generation: QuantFactory/instinct-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/QuantFactory/instinct-GGUF
- 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, 4.68 GB
- Full repo upstream: 69 GB
- Recommended file: 4.68 GB (Q4_K_M) · instinct.Q4_K_M.gguf
- Download: https://huggingbay.xyz/artifact/hf-model-quantfactory-instinct-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-instinct-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-instinct-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: 61
- Stars: 4
- Card completeness: 93%

## Description

External Hugging Face catalog record for QuantFactory/instinct-GGUF. Task: text generation. Library: transformers. Datasets referenced by card metadata: continuedev/instinct-data. Popularity signal at import: 173 downloads and 4 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: transformers
- Task categories: text-generation
- Referenced datasets: continuedev/instinct-data
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: continuedev/instinct-data

## File Hints

- .gitattributes (2.2 KB)
- README.md (1.9 KB)
- instinct.Q2_K.gguf (2.8 GB) LFS
- instinct.Q3_K_L.gguf (3.8 GB) LFS
- instinct.Q3_K_M.gguf (3.5 GB) LFS
- instinct.Q3_K_S.gguf (3.3 GB) LFS
- instinct.Q4_0.gguf (4.1 GB) LFS
- instinct.Q4_1.gguf (4.5 GB) LFS
- instinct.Q4_K_M.gguf (4.4 GB) LFS
- instinct.Q4_K_S.gguf (4.2 GB) LFS
- instinct.Q5_0.gguf (5.0 GB) LFS
- instinct.Q5_1.gguf (5.4 GB) 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 2026-08-28T10:02:56.468Z.
- Open license detected as apache-2.0.
- Model card references dataset context: continuedev/instinct-data.
- 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-instinct-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-instinct-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-instinct-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-instinct-gguf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-quantfactory-instinct-gguf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-instinct-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-quantfactory-instinct-gguf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-instinct-gguf/decentralized-fallbacks