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Saif-Kernel-7B-GGUF
BinSaqban/Saif-Kernel-7B-GGUF
Saif-Kernel-7B-GGUF is a machine learning model from BinSaqban. 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.
Part of the SAIF (سيف) expert suite — Arabic-named security AI models.
All-time downloads
314
Public
Repo size
4.7 GB
Likes
1
Public
Repo makeup
Click a slice to open those files.
.gguf4.7 GB · 100%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Jul 3, 2026
- Updated
- Jul 16, 2026
- SHA
- 7e6f0059
Base models
Model card
From the Hugging Face model README
Saif-Kernel-7B 🗡️
Part of the SAIF (سيف) expert suite — Arabic-named security AI models.
File
| File | Size | Format |
|---|---|---|
Saif-Kernel-7B-v0.5-Q4_K_M.gguf | ~4.36 GB | Q4_K_M (llama.cpp compatible) |
Usage
Ollama
# Download and create
curl -L -o Saif-Kernel-7B-Q4.gguf "https://huggingface.co/BinSaqban/Saif-Kernel-7B-GGUF/resolve/main/Saif-Kernel-7B-v0.5-Q4_K_M.gguf"
# Create Modelfile
cat > Modelfile << 'EOF'
FROM Saif-Kernel-7B-Q4.gguf
PARAMETER temperature 0.3
PARAMETER num_ctx 4096
SYSTEM "You are Saif, a cybersecurity analysis assistant."
EOF
ollama create saif-kernel -f Modelfile
ollama run saif-kernel
llama.cpp / LM Studio
Just open the .gguf file directly — it's a standard Q4_K_M quantization.
Hardware Requirements
| RAM | Performance |
|---|---|
| 8 GB | ✅ Works with num_ctx 2048, may use swap |
| 16 GB | ✅ Full speed, num_ctx 8192 |
| 32 GB+ | ✅ Max context |
About SAIF Suite
| Model | Purpose |
|---|---|
| Saif-Kernel-7B | 🧠 Core reasoning & cybersecurity analysis |
| Saif-Browser-7B | 🌐 Browser automation & web interaction |
| Saif-Router-7B | 🔀 Query classification & routing |
Built on Averroes-Q-Instruct — Qwen2.5 fine-tuned for Arabic-English bilingual security applications.
- License
- apache-2.0
- Languages
- en, ar
- Created
- Jul 3, 2026
- Updated
- Jul 16, 2026