# RemySkye/KAT-Coder-V2.5-Dev-GGUF

Model from Hugging Face for text generation: RemySkye/KAT-Coder-V2.5-Dev-GGUF · llama.cpp

## Facts

- Type: LLM
- Task: text-generation
- Framework: llama.cpp
- 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/RemySkye/KAT-Coder-V2.5-Dev-GGUF
- Hosting: hosted (1 file)
- Files: 1 hosted of 20 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: 1 file, 21.2 GB
- Full repo upstream: 398.2 GB
- Recommended file: 21.2 GB (Q4_K_M) · KAT-Coder-V2.5-Dev-Q4_K_M.gguf
- Download: https://huggingbay.xyz/artifact/hf-model-remyskye-kat-coder-v2-5-dev-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-remyskye-kat-coder-v2-5-dev-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-remyskye-kat-coder-v2-5-dev-gguf/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: 7227
- Stars: 0
- Card completeness: 89%

## Description

External Hugging Face catalog record for RemySkye/KAT-Coder-V2.5-Dev-GGUF. Task: text generation. Library: llama.cpp. Popularity signal at import: 7,227 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: llama.cpp
- Task categories: text-generation
- File hints: 16 upstream file samples

## File Hints

- .gitattributes (2.5 KB)
- KAT-Coder-V2.5-Dev-BF16.gguf (65 GB) LFS
- KAT-Coder-V2.5-Dev-IQ4_XS.gguf (18 GB) LFS
- KAT-Coder-V2.5-Dev-Q2_K.gguf (12 GB) LFS
- KAT-Coder-V2.5-Dev-Q3_K_L.gguf (17 GB) LFS
- KAT-Coder-V2.5-Dev-Q3_K_M.gguf (16 GB) LFS
- KAT-Coder-V2.5-Dev-Q3_K_S.gguf (14 GB) LFS
- KAT-Coder-V2.5-Dev-Q4_0.gguf (18 GB) LFS
- KAT-Coder-V2.5-Dev-Q4_1.gguf (20 GB) LFS
- KAT-Coder-V2.5-Dev-Q4_K_M.gguf (20 GB) LFS
- KAT-Coder-V2.5-Dev-Q4_K_S.gguf (19 GB) LFS
- KAT-Coder-V2.5-Dev-Q5_0.gguf (22 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 2026-09-21T22:56:05.484Z.
- 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-remyskye-kat-coder-v2-5-dev-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-remyskye-kat-coder-v2-5-dev-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-remyskye-kat-coder-v2-5-dev-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-remyskye-kat-coder-v2-5-dev-gguf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-remyskye-kat-coder-v2-5-dev-gguf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-remyskye-kat-coder-v2-5-dev-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-remyskye-kat-coder-v2-5-dev-gguf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-remyskye-kat-coder-v2-5-dev-gguf/decentralized-fallbacks