Kwaipilot_KAT-Coder-V2.5-Dev-GGUF
- llama.cpp - ramalama - LM Studio - koboldcpp - Jan AI - Text Generation Web UI - LoLLMs - Atomic Chat
Params
—
Context
—
Downloads 30d
396 K
Likes
133
Download history
daily snapshots · 40 days
▲ 120 K in the last 30 days (43.6%)
397 K286 K
Aug 22Sep 1Sep 11Sep 20
397 K164 K
Aug 12Aug 25Sep 7Sep 20
Can you run it?
Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.
| File | Quant | Size | Est. VRAM | Verdict on RTX 4090 · 24 GB |
|---|---|---|---|---|
| Kwaipilot_KAT-Coder-V2.5-Dev-IQ2_XXS.gguf | IQ2_XXS | 9.8 GB | 11.3 GB | ✅ Runs comfortably |
| Kwaipilot_KAT-Coder-V2.5-Dev-IQ2_XS.gguf | IQ2_XS | 10.8 GB | 12.4 GB | ✅ Runs comfortably |
| Kwaipilot_KAT-Coder-V2.5-Dev-IQ2_S.gguf | IQ2_S | 11.0 GB | 12.6 GB | ✅ Runs comfortably |
| Kwaipilot_KAT-Coder-V2.5-Dev-IQ2_M.gguf | IQ2_M | 12.1 GB | 13.8 GB | ✅ Runs comfortably |
| Kwaipilot_KAT-Coder-V2.5-Dev-IQ3_XXS.gguf | IQ3_XXS | 14.9 GB | 16.9 GB | ✅ Runs comfortably |
| Kwaipilot_KAT-Coder-V2.5-Dev-IQ3_XS.gguf | IQ3_XS | 16.2 GB | 18.3 GB | ✅ Runs comfortably |
| Kwaipilot_KAT-Coder-V2.5-Dev-IQ3_M.gguf | IQ3_M | 16.9 GB | 19.1 GB | ✅ Runs comfortably |
| Kwaipilot_KAT-Coder-V2.5-Dev-IQ4_NL.gguf | IQ4_NL | 19.9 GB | 22.3 GB | ⚠️ Tight — reduce context |
Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.
Run it
copy-paste, exact tags checked against the Hub$ ollama run kwaipilot-kat-coder-v2-5-dev-gguf # pin the quantization explicitly $ ollama run kwaipilot-kat-coder-v2-5-dev-gguf-iq2_m
$ huggingface-cli download bartowski/Kwaipilot_KAT-Coder-V2.5-Dev-GGUF-GGUF \
Kwaipilot_KAT-Coder-V2.5-Dev-IQ2_M.gguf --local-dir .
$ llama-cli -m Kwaipilot_KAT-Coder-V2.5-Dev-IQ2_M.gguf \
-c 8192 -ngl 99 -t 8 --color
$ curl -s https://aimodelscomparison.com/api/v1/models/kwaipilot-kat-coder-v2-5-dev-gguf
{
"hf_id": "bartowski/Kwaipilot_KAT-Coder-V2.5-Dev-GGUF",
"params_b": null,
"context_length": null,
"license": { "id": "apache-2.0", "commercial": "yes" },
"downloads_30d": 396117,
"vram_estimates": [
{ "quant": "IQ2_M", "gb": 13.8 },
{ "quant": "IQ2_S", "gb": 12.6 }
],
"updated_at": "2026-08-12T01:00:42Z"
}
Specifications
- Licence
- apache-2.0
- First seen on the Hub
- 2026-07-23
- Training datasets
- undisclosed
- Added to our catalog
- 2026-08-12
Compare with any text-generation model
Appears in