# Mungert/Foundation-Sec-8B-Instruct-GGUF

Model from Hugging Face for llm: Mungert/Foundation-Sec-8B-Instruct-GGUF · unknown

## Facts

- Type: LLM
- Task: general
- Framework: unknown
- 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/Mungert/Foundation-Sec-8B-Instruct-GGUF
- Hosting: hosted (29 files)
- Files: 29 hosted of 57 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 29 listed files; full count and size unknown
- Full repo upstream: 139.7 GB
- Recommended file: 5.06 GB (Q4_K_M) · Foundation-Sec-8B-Instruct-q4_k_m.gguf
- Parameters: 8B
- Download: https://huggingbay.xyz/artifact/hf-model-mungert-foundation-sec-8b-instruct-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-mungert-foundation-sec-8b-instruct-gguf/download-plan)
- Per-file SHA-256: available for 29 of 29 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-mungert-foundation-sec-8b-instruct-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: 270
- Stars: 4
- Card completeness: 91%

## Description

External Hugging Face catalog record for Mungert/Foundation-Sec-8B-Instruct-GGUF. Library: unknown. Languages: en. Datasets referenced by card metadata: yahma/alpaca-cleaned. Popularity signal at import: 2,534 downloads and 4 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: general
- Library: unknown
- Task categories: general
- Languages: en
- Referenced datasets: yahma/alpaca-cleaned
- Paper ids: 2504.21039
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: yahma/alpaca-cleaned
- Paper: 2504.21039

## File Hints

- .gitattributes (4.5 KB)
- Foundation-Sec-8B-Instruct-bf16.gguf (15 GB) LFS
- Foundation-Sec-8B-Instruct-bf16_q8_0.gguf (8.9 GB) LFS
- Foundation-Sec-8B-Instruct-f16_q8_0.gguf (8.9 GB) LFS
- Foundation-Sec-8B-Instruct-iq2_m.gguf (3.1 GB) LFS
- Foundation-Sec-8B-Instruct-iq2_s.gguf (3.0 GB) LFS
- Foundation-Sec-8B-Instruct-iq2_xs.gguf (2.7 GB) LFS
- Foundation-Sec-8B-Instruct-iq2_xxs.gguf (2.5 GB) LFS
- Foundation-Sec-8B-Instruct-iq3_m.gguf (3.6 GB) LFS
- Foundation-Sec-8B-Instruct-iq3_s.gguf (3.5 GB) LFS
- Foundation-Sec-8B-Instruct-iq3_xs.gguf (3.3 GB) LFS
- Foundation-Sec-8B-Instruct-iq3_xxs.gguf (3.2 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 2026-09-22T08:49:42.778Z.
- Open license detected as apache-2.0.
- Model card references dataset context: yahma/alpaca-cleaned.
- 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-mungert-foundation-sec-8b-instruct-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-mungert-foundation-sec-8b-instruct-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-mungert-foundation-sec-8b-instruct-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-mungert-foundation-sec-8b-instruct-gguf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-mungert-foundation-sec-8b-instruct-gguf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-mungert-foundation-sec-8b-instruct-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mungert-foundation-sec-8b-instruct-gguf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-mungert-foundation-sec-8b-instruct-gguf/decentralized-fallbacks