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cyber-ken-v3-GGUF
XChava/cyber-ken-v3-GGUF
cyber-ken-v3-GGUF is a machine learning model from XChava. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
Cybersecurity + tool-calling specialist. Fine-tuned from Qwopus3.5-9B on 153K examples.
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21.6 GB
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.gguf21.6 GB · 100%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Apr 30, 2026
- Updated
- Apr 30, 2026
- SHA
- 6662f6da
Base models
Model card
From the Hugging Face model README
cyber-ken-v3 GGUF
Cybersecurity + tool-calling specialist. Fine-tuned from Qwopus3.5-9B on 153K examples.
Quick Start (Ollama)
ollama run hf.co/XChava/cyber-ken-v3-GGUF:Q4_K_M
ollama run hf.co/XChava/cyber-ken-v3-GGUF:Q5_K_M
ollama run hf.co/XChava/cyber-ken-v3-GGUF:Q8_0
Quant Sizes
| Quant | Size | Min VRAM | Quality |
|---|---|---|---|
| Q4_K_M | ~5.4 GB | 6 GB | Good |
| Q5_K_M | ~6.5 GB | 8 GB | Better |
| Q8_0 | ~9.5 GB | 11 GB | Best |
Tool Call Format
<tool_call>
{"name": "subfinder", "arguments": {"domain": "example.com"}}
</tool_call>
- License
- apache-2.0
- Created
- Apr 30, 2026
- Updated
- Apr 30, 2026