---

license: apache-2.0

library_name: llama.cpp

pipeline_tag: text-generation

base_model:

• Kwaipilot/KAT-Coder-V2.5-Dev

base_model_relation: quantized

quantized_by: RemySkye

tags:

• gguf
• llama.cpp
• quantized
• text-generation
• code
• coding
• agentic-coding
• mixture-of-experts
• moe
• qwen3.5
• qwen3.6

---

KAT-Coder-V2.5-Dev-GGUF

GGUF files for Kwaipilot/KAT-Coder-V2.5-Dev, including a BF16 reference GGUF and multiple llama.cpp quantizations.

What is included

| File | Format | Size |

|---|---:|---:|

| KAT-Coder-V2.5-Dev-BF16.gguf | BF16 | 64.61 GiB |

| KAT-Coder-V2.5-Dev-Q8_0.gguf | Q8_0 | 34.37 GiB |

| KAT-Coder-V2.5-Dev-Q6_K.gguf | Q6_K | 26.56 GiB |

| KAT-Coder-V2.5-Dev-Q5_K_M.gguf | Q5_K_M | 23.03 GiB |

| KAT-Coder-V2.5-Dev-Q5_1.gguf | Q5_1 | 24.32 GiB |

| KAT-Coder-V2.5-Dev-Q5_0.gguf | Q5_0 | 22.33 GiB |

| KAT-Coder-V2.5-Dev-Q5_K_S.gguf | Q5_K_S | 22.33 GiB |

| KAT-Coder-V2.5-Dev-Q4_K_M.gguf | Q4_K_M | 19.71 GiB |

| KAT-Coder-V2.5-Dev-Q4_1.gguf | Q4_1 | 20.35 GiB |

| KAT-Coder-V2.5-Dev-Q4_0.gguf | Q4_0 | 18.36 GiB |

| KAT-Coder-V2.5-Dev-Q4_K_S.gguf | Q4_K_S | 18.52 GiB |

| KAT-Coder-V2.5-Dev-IQ4_XS.gguf | IQ4_XS | 17.64 GiB |

| KAT-Coder-V2.5-Dev-Q3_K_L.gguf | Q3_K_L | 16.87 GiB |

| KAT-Coder-V2.5-Dev-Q3_K_M.gguf | Q3_K_M | 15.61 GiB |

| KAT-Coder-V2.5-Dev-Q3_K_S.gguf | Q3_K_S | 14.14 GiB |

| KAT-Coder-V2.5-Dev-Q2_K.gguf | Q2_K | 12.05 GiB |

All model behavior, intended use, limitations, and licensing originate from Kwaipilot/KAT-Coder-V2.5-Dev.