Instructions to use NeuralNexusLab-Nh/Auralexity with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use NeuralNexusLab-Nh/Auralexity with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="NeuralNexusLab-Nh/Auralexity",
	filename="auralexity.gguf",
)

llm.create_chat_completion(
	messages = [
		{
			"role": "user",
			"content": "What is the capital of France?"
		}
	]
)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use NeuralNexusLab-Nh/Auralexity with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf NeuralNexusLab-Nh/Auralexity
# Run inference directly in the terminal:
llama-cli -hf NeuralNexusLab-Nh/Auralexity

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf NeuralNexusLab-Nh/Auralexity
# Run inference directly in the terminal:
llama-cli -hf NeuralNexusLab-Nh/Auralexity

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 NeuralNexusLab-Nh/Auralexity
# Run inference directly in the terminal:
./llama-cli -hf NeuralNexusLab-Nh/Auralexity

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 NeuralNexusLab-Nh/Auralexity
# Run inference directly in the terminal:
./build/bin/llama-cli -hf NeuralNexusLab-Nh/Auralexity

Use Docker

docker model run hf.co/NeuralNexusLab-Nh/Auralexity

LM Studio
Jan

vLLM

How to use NeuralNexusLab-Nh/Auralexity with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "NeuralNexusLab-Nh/Auralexity"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "NeuralNexusLab-Nh/Auralexity",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/NeuralNexusLab-Nh/Auralexity

Ollama
How to use NeuralNexusLab-Nh/Auralexity with Ollama:
```
ollama run hf.co/NeuralNexusLab-Nh/Auralexity
```

Unsloth Studio new

How to use NeuralNexusLab-Nh/Auralexity 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 NeuralNexusLab-Nh/Auralexity 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 NeuralNexusLab-Nh/Auralexity to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for NeuralNexusLab-Nh/Auralexity to start chatting

Docker Model Runner
How to use NeuralNexusLab-Nh/Auralexity with Docker Model Runner:
```
docker model run hf.co/NeuralNexusLab-Nh/Auralexity
```

Lemonade

How to use NeuralNexusLab-Nh/Auralexity with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull NeuralNexusLab-Nh/Auralexity

Run and chat with the model

lemonade run user.Auralexity-{{QUANT_TAG}}

List all available models

lemonade list

Auralexity - The Neural Interface of NeuralNexusLab

Auralexity is the flagship artificial intelligence assistant developed by NeuralNexusLab. Designed as a sophisticated neural interface, it represents the synthesis of advanced cognitive reasoning and the laboratory's stringent security standards.

Deploy Auralexity to your environment:

ollama run NeuralNexusLab/Auralexity

🧬 Identity & Ecosystem

Auralexity is deeply integrated into the NeuralNexusLab technical landscape, possessing specialized knowledge of the laboratory's core initiatives:

NeuralNexusLab: The company do cybersecurity research, AI fine-turing, transformer and website.
NetHacker: The elite cybersecurity department within the laboratory, responsible for auditing Auralexity's neural pathways and ensuring total system integrity.
Zelfa: A sophisticated multi-model AI chat application designed to provide a secure and unified gateway to various neural architectures.
SQLegend: A high-speed database engineering platform focused on rapid SQL creation and native REST API deployment.

🛠️ Technical Profile

Built upon the Gemma-3 architecture and fine-tuned using the Unsloth engine, Auralexity is optimized for high-performance interaction. The model utilizes extreme quantization to achieve maximum efficiency across various hardware environments without compromising its core brand identity.

🚀 Operational Guidance

Due to its specialized architectural compression, Auralexity is designed for high deterministic logic. It is highly recommended to utilize a low temperature setting during inference to ensure the most precise and professional technical responses.

🛡️ Security & Ethics

All knowledge weights within Auralexity are governed by the security protocols established by the NetHacker department. This ensures that the model operates as a resilient and secure intelligence nexus, providing expert-level analysis while maintaining strict laboratory standards.