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dinerburger/KAT-Coder-V2.5-Dev-GGUF overview

Simple, no matrix version of KAT Coder V2.5 Dev with the following recipe: bash QUANT="q6 k" llama quantize \ output tensor type Q6 K \ token embedding type bf…

ggufbase_model:Kwaipilot/KAT-Coder-V2.5-Devbase_model:quantized:Kwaipilot/KAT-Coder-V2.5-Devlicense:apache-2.0endpoints_compatibleregion:usconversational

Runs locally from ~28.66 GB disk (32 GB+ VRAM class GPUs with llama.cpp / guIDE).

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1 GGUF files detected
Direct downloads for local inference
FileTypeQuantizationSizeLink
KAT-Coder-V2.5-Dev.q6_k.ggufGGUFGGUF28.66 GBDownload

Model Details

Model IDdinerburger/KAT-Coder-V2.5-Dev-GGUF
Authordinerburger
Pipeline
Licenseapache-2.0
Base modelKwaipilot/KAT-Coder-V2.5-Dev
Last modified2026-07-29T18:20:08.000Z

Model README

---

license: apache-2.0

base_model:

  • Kwaipilot/KAT-Coder-V2.5-Dev

---

Simple, no-matrix version of KAT-Coder-V2.5-Dev with the following recipe:

QUANT="q6_k"
llama-quantize \
  --output-tensor-type Q6_K \
  --token-embedding-type bf16 \
  --tensor-type attn_qkv=bf16 \
  --tensor-type attn_v=bf16 \
  --tensor-type attn_q=bf16 \
  --tensor-type attn_k=bf16 \
  --tensor-type attn_gate=bf16 \
  --tensor-type attn_output=bf16 \
  --tensor-type ssm_ba=bf16 \
  --tensor-type ssm_beta=bf16 \
  --tensor-type ssm_alpha=bf16 \
  --tensor-type ssm_out=bf16 \
  --tensor-type ffn_down_shexp=bf16 \
  --tensor-type ffn_gate_shexp=bf16 \
  --tensor-type ffn_up_shexp=bf16 \
  Kwaipilot_KAT-Coder-V2.5-Dev-bf16-00001-of-00002.gguf \
  KAT-Coder-V2.5-Dev.${QUANT}.gguf \
  ${QUANT}

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