# mlx-community/K2-Horizon-MoVA-36B-A4B-oQ4e

Model from Hugging Face for text generation: mlx-community/K2-Horizon-MoVA-36B-A4B-oQ4e · 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/mlx-community/K2-Horizon-MoVA-36B-A4B-oQ4e
- Hosting: hosted (12 files)
- Files: 12 hosted of 22 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: 12 files, 22 GB
- Full repo upstream: 22 GB
- Recommended file: 22 GB (5 files)
- Parameters: 36B (4B active)
- Download: https://huggingbay.xyz/artifact/hf-model-mlx-community-k2-horizon-mova-36b-a4b-oq4e/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-k2-horizon-mova-36b-a4b-oq4e/download-plan)
- Per-file SHA-256: available for 12 of 12 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-k2-horizon-mova-36b-a4b-oq4e/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: 1483
- Stars: 3
- Card completeness: 93%

## Description

External Hugging Face catalog record for mlx-community/K2-Horizon-MoVA-36B-A4B-oQ4e. Task: text generation. Library: mlx. Base model: IFM/K2-Horizon-MoVA-36B-A4B. Popularity signal at import: 1,483 downloads and 3 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: mlx
- Base model: IFM/K2-Horizon-MoVA-36B-A4B
- Task categories: text-generation
- File hints: 16 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- README.md (5.1 KB)
- README_MLX-6bit.md (3.0 KB)
- README_MLX-8bit.md (3.0 KB)
- README_oQ4e.md (3.0 KB)
- __pycache__/k2_horizon_mova_mlx.cpython-311.pyc (24 KB)
- chat_template.jinja (50 KB)
- config.json (57 KB)
- configuration_k2_horizon.py (3.4 KB)
- generation_config.json (81 B)
- k2_horizon_mova_mlx.py (12 KB)
- model-00001-of-00005.safetensors (4.7 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 2026-09-19T02:23:22.840Z.
- Upstream license: apache-2.0. Mirror admission policy: permissive (owner policy; no license rights inferred).
- 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-mlx-community-k2-horizon-mova-36b-a4b-oq4e
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-k2-horizon-mova-36b-a4b-oq4e/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-k2-horizon-mova-36b-a4b-oq4e/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-k2-horizon-mova-36b-a4b-oq4e/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-mlx-community-k2-horizon-mova-36b-a4b-oq4e
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-k2-horizon-mova-36b-a4b-oq4e/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mlx-community-k2-horizon-mova-36b-a4b-oq4e&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-k2-horizon-mova-36b-a4b-oq4e/decentralized-fallbacks