# mlx-community/KAT-Coder-V2.5-Dev-OptiQ-4bit

Model from Hugging Face for text generation: mlx-community/KAT-Coder-V2.5-Dev-OptiQ-4bit · 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/KAT-Coder-V2.5-Dev-OptiQ-4bit
- Hosting: unknown (no download location recorded)
- Files: 4 listed, none hosted here
- 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: availability unknown
- Full repo upstream: 22 GB
- Download: none recorded
- Per-file SHA-256: not available (no files hosted on Hugging Bay)
- 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: 1719
- Stars: 18
- Card completeness: 96%

## Description

External Hugging Face catalog record for mlx-community/KAT-Coder-V2.5-Dev-OptiQ-4bit. Task: text generation. Library: mlx. Languages: en. Base model: Kwaipilot/KAT-Coder-V2.5-Dev. Popularity signal at import: 1,719 downloads and 18 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: mlx
- Base model: Kwaipilot/KAT-Coder-V2.5-Dev
- Task categories: text-generation
- Languages: en
- File hints: 15 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- README.md (1.3 KB)
- chat_template.jinja (7.6 KB)
- config.json (112 KB)
- generation_config.json (202 B)
- kv_config.json (660 B)
- model-00001-of-00005.safetensors (4.9 GB) LFS
- model-00002-of-00005.safetensors (5.0 GB) LFS
- model-00003-of-00005.safetensors (4.9 GB) LFS
- model-00004-of-00005.safetensors (4.8 GB) LFS
- model-00005-of-00005.safetensors (791 MB) LFS
- model.safetensors.index.json (183 KB)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: external
- Scan result: passed
- Manifest signature: pending

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-19T01:15:59.162Z.
- Upstream license: apache-2.0. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Not locally hosted, mirrored, signed, or rescanned by Hugging Bay.
- 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-kat-coder-v2-5-dev-optiq-4bit
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-kat-coder-v2-5-dev-optiq-4bit/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-kat-coder-v2-5-dev-optiq-4bit/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-kat-coder-v2-5-dev-optiq-4bit/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-kat-coder-v2-5-dev-optiq-4bit/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-mlx-community-kat-coder-v2-5-dev-optiq-4bit/decentralized-fallbacks