Instructions to use dattaraj/security-attacks-MITRE with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use dattaraj/security-attacks-MITRE with MLX:

# Download the model from the Hub
pip install huggingface_hub[hf_xet]

huggingface-cli download --local-dir security-attacks-MITRE dattaraj/security-attacks-MITRE

llama-cpp-python

How to use dattaraj/security-attacks-MITRE with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="dattaraj/security-attacks-MITRE",
	filename="security-attacks-MITRE.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use dattaraj/security-attacks-MITRE with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf dattaraj/security-attacks-MITRE
# Run inference directly in the terminal:
llama-cli -hf dattaraj/security-attacks-MITRE

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf dattaraj/security-attacks-MITRE
# Run inference directly in the terminal:
llama-cli -hf dattaraj/security-attacks-MITRE

Use pre-built binary

# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf dattaraj/security-attacks-MITRE
# Run inference directly in the terminal:
./llama-cli -hf dattaraj/security-attacks-MITRE

Build from source code

git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf dattaraj/security-attacks-MITRE
# Run inference directly in the terminal:
./build/bin/llama-cli -hf dattaraj/security-attacks-MITRE

Use Docker

docker model run hf.co/dattaraj/security-attacks-MITRE

LM Studio
Jan
Ollama
How to use dattaraj/security-attacks-MITRE with Ollama:
```
ollama run hf.co/dattaraj/security-attacks-MITRE
```

Unsloth Studio new

How to use dattaraj/security-attacks-MITRE with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for dattaraj/security-attacks-MITRE to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for dattaraj/security-attacks-MITRE to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for dattaraj/security-attacks-MITRE to start chatting

Docker Model Runner
How to use dattaraj/security-attacks-MITRE with Docker Model Runner:
```
docker model run hf.co/dattaraj/security-attacks-MITRE
```

Lemonade

How to use dattaraj/security-attacks-MITRE with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull dattaraj/security-attacks-MITRE

Run and chat with the model

lemonade run user.security-attacks-MITRE-{{QUANT_TAG}}

List all available models

lemonade list

Fine-tuned model for Cybersecurity SOAR usecases.

Base model - microsoft/Phi-3-mini-4k-instruct

Instruction dataset - dattaraj/security-attacks-MITRE

Platform - Apple MLX on Mac M3

Author - Dattaraj Rao

https://in.linkedin.com/in/dattarajrao

Model file - security-attacks-MITRE.gguf

Why fine-tune?

Fine-tuned to act like a Cybersecurity expert. Understand a potential attack scenario. map to MIRE ATT&CK guidelines and provide mitigations. Base model would provide generic recommendations. While the fine-tuned model shows much better domain adoption and MITRE mapping.

Downloads last month: 120

GGUF

Model size

4B params

Architecture

phi3

Hardware compatibility

We're not able to determine the quantization variants.

View all variants

Inference Providers NEW

This model isn't deployed by any Inference Provider. 🙋 Ask for provider support

dattaraj
/

security-attacks-MITRE