# inductiveML/Ternary-Bonsai-27B-mlx-lossless-1.75bpw

Model from Hugging Face for text generation: inductiveML/Ternary-Bonsai-27B-mlx-lossless-1.75bpw · mlx

## Facts

- Type: LLM
- Task: text-generation
- Framework: mlx
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/inductiveML/Ternary-Bonsai-27B-mlx-lossless-1.75bpw/blob/main/LICENSE.txt)
- Source: https://huggingface.co/inductiveML/Ternary-Bonsai-27B-mlx-lossless-1.75bpw
- Hosting: hosted (7 files)
- Files: 7 hosted of 15 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: 7 files, 5.91 GB
- Full repo upstream: 5.92 GB
- Recommended file: 5.89 GB (2 files)
- Parameters: 27B
- Download: https://huggingbay.xyz/artifact/hf-model-inductiveml-ternary-bonsai-27b-mlx-lossless-1-75bpw/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-inductiveml-ternary-bonsai-27b-mlx-lossless-1-75bpw/download-plan)
- Per-file SHA-256: available for 7 of 7 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-inductiveml-ternary-bonsai-27b-mlx-lossless-1-75bpw/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: 862
- Stars: 2
- Card completeness: 93%

## Description

External Hugging Face catalog record for inductiveML/Ternary-Bonsai-27B-mlx-lossless-1.75bpw. Task: text generation. Library: mlx. Base model: prism-ml/Ternary-Bonsai-27B-gguf. Popularity signal at import: 862 downloads and 2 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: mlx
- Base model: prism-ml/Ternary-Bonsai-27B-gguf
- Task categories: text-generation
- File hints: 15 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- LICENSE.txt (9.9 KB)
- NOTICE.txt (411 B)
- README.md (8.2 KB)
- chat_template.jinja (7.6 KB)
- config.json (3.1 KB)
- merges.txt (3.2 MB)
- model-00001-of-00002.safetensors (4.0 GB) LFS
- model-00002-of-00002.safetensors (1.5 GB) LFS
- model.safetensors.index.json (130 KB)
- ternel_manifest.json (643 KB)
- ternel_packed_model.py (103 KB)

## 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 2026-09-22T19:37:08.643Z.
- 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-inductiveml-ternary-bonsai-27b-mlx-lossless-1-75bpw
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-inductiveml-ternary-bonsai-27b-mlx-lossless-1-75bpw/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-inductiveml-ternary-bonsai-27b-mlx-lossless-1-75bpw/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-inductiveml-ternary-bonsai-27b-mlx-lossless-1-75bpw/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-inductiveml-ternary-bonsai-27b-mlx-lossless-1-75bpw
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-inductiveml-ternary-bonsai-27b-mlx-lossless-1-75bpw/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-inductiveml-ternary-bonsai-27b-mlx-lossless-1-75bpw&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-inductiveml-ternary-bonsai-27b-mlx-lossless-1-75bpw/decentralized-fallbacks