# 2001Y/Ternary-Bonsai-2-27B-Abliterated-v2-PQ2_0-MTP-MLX

Model from Hugging Face for text generation: 2001Y/Ternary-Bonsai-2-27B-Abliterated-v2-PQ2_0-MTP-MLX · mlx

## Facts

- Type: LLM
- Task: text-generation
- Framework: mlx
- 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/2001Y/Ternary-Bonsai-2-27B-Abliterated-v2-PQ2_0-MTP-MLX
- Hosting: hosted (14 files)
- Files: 14 hosted of 33 listed
- Needs its own code to run: Uses custom model code (tokenization_bolding_mtp.py). Plain llama.cpp, Ollama and LM Studio commands are not offered for this model unless a GGUF file is 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: 14 files, 9 GB
- Full repo upstream: 9 GB
- Recommended file: 1.07 GB · model-00001.safetensors
- Parameters: 27B
- Download: https://huggingbay.xyz/artifact/hf-model-2001y-ternary-bonsai-2-27b-abliterated-v2-pq2-0-mtp-mlx/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-2001y-ternary-bonsai-2-27b-abliterated-v2-pq2-0-mtp-mlx/download-plan)
- Per-file SHA-256: available for 14 of 14 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-2001y-ternary-bonsai-2-27b-abliterated-v2-pq2-0-mtp-mlx/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: 0
- Stars: 1
- Card completeness: 92%

## Description

External Hugging Face catalog record for 2001Y/Ternary-Bonsai-2-27B-Abliterated-v2-PQ2_0-MTP-MLX. Task: text generation. Library: mlx. Languages: en, ja.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: mlx
- Task categories: text-generation
- Languages: en, ja
- File hints: 16 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- LICENSE-SOURCE.md (475 B)
- PROVENANCE.md (1.8 KB)
- README.md (4.1 KB)
- build-result.json (2.7 KB)
- config.json (4.0 KB)
- conversion-report.json (920 KB)
- generation_config.json (202 B)
- hadamard-signs.safetensors (112 KB) LFS
- model-00001.safetensors (1019 MB) LFS
- model-00002.safetensors (1001 MB) LFS
- model-00003.safetensors (998 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 2026-09-29T13:18:25.039Z.
- Open license detected as apache-2.0.
- 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-2001y-ternary-bonsai-2-27b-abliterated-v2-pq2-0-mtp-mlx
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-2001y-ternary-bonsai-2-27b-abliterated-v2-pq2-0-mtp-mlx/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-2001y-ternary-bonsai-2-27b-abliterated-v2-pq2-0-mtp-mlx/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-2001y-ternary-bonsai-2-27b-abliterated-v2-pq2-0-mtp-mlx/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-2001y-ternary-bonsai-2-27b-abliterated-v2-pq2-0-mtp-mlx
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-2001y-ternary-bonsai-2-27b-abliterated-v2-pq2-0-mtp-mlx/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-2001y-ternary-bonsai-2-27b-abliterated-v2-pq2-0-mtp-mlx&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-2001y-ternary-bonsai-2-27b-abliterated-v2-pq2-0-mtp-mlx/decentralized-fallbacks