KAT-Coder-V2.5-Dev-Imatrix-GGUF GGUF download | Hugging Bay

Abiray

KAT-Coder-V2.5-Dev-Imatrix-GGUF

Can I run KAT-Coder-V2.5-Dev-Imatrix-GGUF on my computer?

It depends on your memory, processor, file format and runtime. Hugging Bay offers 14 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-Imatrix-GGUF is an open-weights language model for text generation. Model weights are learned parameters; a runtime loads them. Hosting files does not prove that a complete model runs.

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

Recorded SHA-256 for KAT-Coder-V2.5-Dev-Q4_K_M.gguf: 435222508515adb7f12d8b9965fc3cfb5d2c26672ecce66a1493e3413f865434. File evidence · Machine-readable facts · Run evidence and any recorded receipts · Proof Lab measurement policy. A checksum verifies byte identity, not safety; this answer asserts no measured runtime result.

Updated 2026-10-21 · Page text: As of 2026-10-21 · Content revision

Model metadata: As of 2026-09-18 at the model source. Popularity counters are source-reported, not measured by Hugging Bay. Availability checked 2026-10-22.

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Abiray/KAT-Coder-V2.5-Dev-Imatrix-GGUF

Model details

text generationLicense: apache-2.0Hashes recordedGGUF

Content controls: not assessed.

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

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Your next step

Use it from code

This Python snippet downloads the selected file. Running the model needs its own library and setup.

from urllib.request import urlretrieve

urlretrieve(
    "https://huggingbay.xyz/api/downloads/hf-model-abiray-kat-coder-v2-5-dev-imatrix-gguf/KAT-Coder-V2.5-Dev-Q4_K_M.gguf",
    "KAT-Coder-V2.5-Dev-Q4_K_M.gguf",
)

Other ways

Run it on your computerOpen in Hugging Bay appSend to a computerMac (Apple silicon) and Linux x86_64 installs are listed on the download page. Windows and Intel Mac are not yet. The app checks this model before you choose to download.

14 hosted of 14 listed · Hashes recorded. Date not recorded.

Selected downloadKAT-Coder-V2.5-Dev-Q4_K_M.gguf21.39 GB · 1 file Download · 21.39 GB (1 file)

Open-file help

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Compare your file’s SHA-256 with the recorded hash.

Informações do modelo

KAT-Coder-V2.5-Dev-Imatrix-GGUF is an open-weights language model for text generation. The primary file is KAT-Coder-V2.5-Dev-Q4_K_M.gguf (21.39 GB, Q4_K_M). The primary file needs about 26 GB free for the Q4 file (file plus room to run it). License: Apache 2.0. The SHA-256 prefix is 435222508515. The primary Download is available now. No tested run commands for this file yet. See Files for current download availability. The size and hash details refer to the selected file, not every file in the repository. The memory figure is estimated from recorded file size with working room included.

O que está incluído

14 hosted of 14 listed

Weights

README, LICENSE & .gitattributes

Sobre este modelo

External Hugging Face catalog record for Abiray/KAT-Coder-V2.5-Dev-Imatrix-GGUF. Task: text generation. Library: gguf. Languages: en, zh. Base model: Kwaipilot/KAT-Coder-V2.5-Dev. Popularity signal at import: 918 downloads and 7 likes.

Informações básicas

Hosted here: 14 hosted of 14 listed
Full repo upstream: 261 GB
Recommended file: 21.4 GB (Q4_K_M) · KAT-Coder-V2.5-Dev-Q4_K_M.gguf
Languages: en, zh
Format: GGUF
File hashes: Hashes recorded. Date not recorded.

Licença e origem

License: apache-2.0

14 hosted of 14 listed

Check the license text and keep the required notices when you use or share the files.

Upstream source →

See the JSON record →

License: Apache 2.0. Free to use and share, keep the credit notice
Task: text generation
Hosted here: 14 files, 261 GB
Full repo upstream: 261 GB
Recommended file: 21.4 GB (Q4_K_M) · KAT-Coder-V2.5-Dev-Q4_K_M.gguf
Files: 14 hosted of 14 listed
Download: Download here (14 hosted files)
Added to Hugging Bay: Sep 16, 2026
Updated at source: Sep 18, 2026
Source: Abiray/KAT-Coder-V2.5-Dev-Imatrix-GGUF

FAQ

What is this model?

Abiray/KAT-Coder-V2.5-Dev-Imatrix-GGUF is an open-weights language model for text generation published by Abiray, added to Hugging Bay Sep 16, 2026. Model from Hugging Face for text generation: Abiray/KAT-Coder-V2.5-Dev-Imatrix-GGUF · gguf

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.

How big is it?

Hosted here: 14 files, 261 GB. Full repo upstream: 261 GB. The recommended download, KAT-Coder-V2.5-Dev-Q4_K_M.gguf (Q4_K_M), is 21.4 GB.

What can I download here?

Hosted here: 14 files, 261 GB. Full repo upstream: 261 GB. The original release is at https://huggingface.co/Abiray/KAT-Coder-V2.5-Dev-Imatrix-GGUF.

File checks and computer fit

File pattern scans

Automated file-pattern scans flagged nothing; not a safety guarantee. 14 hosted files carry a published SHA-256 you can re-hash. The machine-readable verdict is at /api/artifacts/hf-model-abiray-kat-coder-v2-5-dev-imatrix-gguf/safety on Hugging Bay.

Will Abiray/KAT-Coder-V2.5-Dev-Imatrix-GGUF 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.

Repack of kwaipilot/kat-coder-v2.5-dev (from the publisher card on Hugging Face). This does not mean the files match the original weights.

2 other repacks declare the same base on their cards.