# bartowski/Trappu_Magnum-Picaro-0.7-v2-12b-GGUF

Model from Hugging Face for text generation: bartowski/Trappu_Magnum-Picaro-0.7-v2-12b-GGUF · unknown

## Facts

- Type: LLM
- Task: text-generation
- 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/bartowski/Trappu_Magnum-Picaro-0.7-v2-12b-GGUF
- Hosting: hosted (1 file)
- Files: 1 hosted of 28 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, 7.48 GB
- Full repo upstream: 195.8 GB
- Recommended file: 7.48 GB (Q4_K_M) · Trappu_Magnum-Picaro-0.7-v2-12b-Q4_K_M.gguf
- Parameters: 12B
- Download: https://huggingbay.xyz/artifact/hf-model-bartowski-trappu-magnum-picaro-0-7-v2-12b-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-bartowski-trappu-magnum-picaro-0-7-v2-12b-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-bartowski-trappu-magnum-picaro-0-7-v2-12b-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: 5422
- Stars: 4
- Card completeness: 96%

## Description

External Hugging Face catalog record for bartowski/Trappu_Magnum-Picaro-0.7-v2-12b-GGUF. Task: text generation. Library: unknown. Base model: Trappu/Magnum-Picaro-0.7-v2-12b. Includes 6 model-card evaluation signals. Popularity signal at import: 1,102 downloads and 4 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: unknown
- Base model: Trappu/Magnum-Picaro-0.7-v2-12b
- Task categories: text-generation
- Model-index entries: Magnum-Picaro-0.7-v2-12b
- Evaluation signals: 6 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- IFEval (0-Shot): strict accuracy = 30.03 (Text Generation)
- BBH (3-Shot): normalized accuracy = 35.75 (Text Generation)
- MATH Lvl 5 (4-Shot): exact match = 4.76 (Text Generation)
- GPQA (0-shot): acc_norm = 9.73 (Text Generation)
- MuSR (0-shot): acc_norm = 19.56 (Text Generation)
- MMLU-PRO (5-shot): accuracy = 28.67 (Text Generation)

## File Hints

- .gitattributes (3.5 KB)
- README.md (17 KB)
- Trappu_Magnum-Picaro-0.7-v2-12b-IQ2_M.gguf (4.1 GB) LFS
- Trappu_Magnum-Picaro-0.7-v2-12b-IQ2_S.gguf (3.9 GB) LFS
- Trappu_Magnum-Picaro-0.7-v2-12b-IQ3_M.gguf (5.3 GB) LFS
- Trappu_Magnum-Picaro-0.7-v2-12b-IQ3_XS.gguf (4.9 GB) LFS
- Trappu_Magnum-Picaro-0.7-v2-12b-IQ3_XXS.gguf (4.6 GB) LFS
- Trappu_Magnum-Picaro-0.7-v2-12b-IQ4_NL.gguf (6.6 GB) LFS
- Trappu_Magnum-Picaro-0.7-v2-12b-IQ4_XS.gguf (6.3 GB) LFS
- Trappu_Magnum-Picaro-0.7-v2-12b-Q2_K.gguf (4.5 GB) LFS
- Trappu_Magnum-Picaro-0.7-v2-12b-Q2_K_L.gguf (5.1 GB) LFS
- Trappu_Magnum-Picaro-0.7-v2-12b-Q3_K_L.gguf (6.1 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 2026-08-28T06:52:31.835Z.
- Open license detected as apache-2.0.
- Model-index metadata found for Magnum-Picaro-0.7-v2-12b.
- 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-trappu-magnum-picaro-0-7-v2-12b-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-bartowski-trappu-magnum-picaro-0-7-v2-12b-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-bartowski-trappu-magnum-picaro-0-7-v2-12b-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-bartowski-trappu-magnum-picaro-0-7-v2-12b-gguf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-bartowski-trappu-magnum-picaro-0-7-v2-12b-gguf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-bartowski-trappu-magnum-picaro-0-7-v2-12b-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-bartowski-trappu-magnum-picaro-0-7-v2-12b-gguf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-bartowski-trappu-magnum-picaro-0-7-v2-12b-gguf/decentralized-fallbacks