KAT-Coder-V2.5-Dev-OptiQ-4bit download | Hugging Bay

Q: What is this model?

mlx-community/KAT-Coder-V2.5-Dev-OptiQ-4bit is an open-weights language model for text generation published by mlx-community, added to Hugging Bay Sep 19, 2026. Model from Hugging Face for text generation: mlx-community/KAT-Coder-V2.5-Dev-OptiQ-4bit · mlx

Q: Can I use it commercially?

It is released under the apache-2.0 license. Commercial use is allowed. Permissive open license: commercial use, modification, and redistribution are permitted.

Q: How big is it?

Hosted here: at least 11 listed files; full count and size unknown. Full repo upstream: 22 GB.

Q: What can I download here?

Hosted here: at least 11 listed files; full count and size unknown. Full repo upstream: 22 GB. The original release is at https://huggingface.co/mlx-community/KAT-Coder-V2.5-Dev-OptiQ-4bit.

Q: File pattern scans

Automated file-pattern scans flagged nothing; not a safety guarantee. 11 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-mlx-community-kat-coder-v2-5-dev-optiq-4bit/safety on Hugging Bay.

Q: Will mlx-community/KAT-Coder-V2.5-Dev-OptiQ-4bit run on my computer?

We can’t check the fit; we don’t know your machine. We don’t have your machine’s specs, so no check ran and no verdict is shown. Answer two quick questions and we’ll estimate, from the memory you tell us, whether it fits your machine. Or skip it; you can still download; fit isn’t checked.

mlx-community

KAT-Coder-V2.5-Dev-OptiQ-4bit

Can I run KAT-Coder-V2.5-Dev-OptiQ-4bit on my computer?

It depends on your memory, processor, file format and runtime. Hugging Bay offers 11 hosted files; check the file list for the exact selection. A file-size fit is an estimate, not a successful run or speed promise. Read the license before use.

KAT-Coder-V2.5-Dev-OptiQ-4bit is an open-weights language model for text generation. Model weights are learned parameters; a runtime loads them. A hosted file is an individual file Hugging Bay can serve. SHA-256 identifies exact file bytes. The availability date above applies to this file record, not the upstream metadata update date.

As of the recorded file availability check on 2026-10-22.

Recorded SHA-256 for model-00001-of-00005.safetensors: f0b8ab10f7c280f408086ed9a97ce9adfb147ca484f2e963d3773a508e61f5a4. Exact file evidence · Machine-readable source facts · Run evidence and any recorded receipts. A checksum fingerprints only the named file bytes; it does not prove safety, quality, a complete multi-file selection or a successful run.

Updated 2026-10-21 · Page-copy source revision 8871bab84e1cf80aea1686a944ec335078a6c036 · Source files: apps/web/lib/model-page-template.mjs, apps/web/lib/model-page-v3.mjs, apps/web/lib/aeo-page.mjs · Full revision record

Model metadata: As of 2026-09-19 at the model source. Popularity counters are source-reported, not measured by Hugging Bay. Availability checked 2026-10-22.

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

Model details

text generationLicense: apache-2.0SHA-256 recorded for 11 of 15 filessafetensors

Content controls: not assessed.

The catalog lists this model for working with code. Catalog sources: license, cardMetadata.license, baseModel, tags, task, cardMetadata.pipelineTag.

Can I run it?View as JSON →

Machine-readable artifact endpoints

Not run yet

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Machine-readable artifact endpoints

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