Instructions to use JoeiBanana/ai-network-llms with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries
PEFT
How to use JoeiBanana/ai-network-llms with PEFT:
```
Task type is invalid.
```
Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use JoeiBanana/ai-network-llms with llama.cpp:

Install (macOS, Linux)

curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf JoeiBanana/ai-network-llms:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf JoeiBanana/ai-network-llms:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf JoeiBanana/ai-network-llms:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf JoeiBanana/ai-network-llms:Q4_K_M

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 JoeiBanana/ai-network-llms:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf JoeiBanana/ai-network-llms:Q4_K_M

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 JoeiBanana/ai-network-llms:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf JoeiBanana/ai-network-llms:Q4_K_M

Use Docker

docker model run hf.co/JoeiBanana/ai-network-llms:Q4_K_M

LM Studio
Jan

vLLM

How to use JoeiBanana/ai-network-llms with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/JoeiBanana/ai-network-llms:Q4_K_M

Ollama
How to use JoeiBanana/ai-network-llms with Ollama:
```
ollama run hf.co/JoeiBanana/ai-network-llms:Q4_K_M
```
Unsloth Desktop

How to use JoeiBanana/ai-network-llms with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf JoeiBanana/ai-network-llms:Q4_K_M

Configure the model in Pi

# Install Pi:
npm install -g @earendil-works/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "JoeiBanana/ai-network-llms:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use JoeiBanana/ai-network-llms with Docker Model Runner:
```
docker model run hf.co/JoeiBanana/ai-network-llms:Q4_K_M
```

Lemonade

How to use JoeiBanana/ai-network-llms with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull JoeiBanana/ai-network-llms:Q4_K_M

Run and chat with the model

lemonade run user.ai-network-llms-Q4_K_M

List all available models

lemonade list

Hermes Agent

How to use JoeiBanana/ai-network-llms with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf JoeiBanana/ai-network-llms:Q4_K_M

Configure Hermes

# Install Hermes:
curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash
hermes setup
# Point Hermes at the local server:
hermes config set model.provider custom
hermes config set model.base_url http://127.0.0.1:8080/v1
hermes config set model.default JoeiBanana/ai-network-llms:Q4_K_M

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use JoeiBanana/ai-network-llms with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf JoeiBanana/ai-network-llms:Q4_K_M

Configure OpenClaw

# Install OpenClaw:
npm install -g openclaw@latest
# Register the local server and set it as the default model:
openclaw onboard --non-interactive --mode local \
  --auth-choice custom-api-key \
  --custom-base-url http://127.0.0.1:8080/v1 \
  --custom-model-id "JoeiBanana/ai-network-llms:Q4_K_M" \
  --custom-provider-id llama-cpp \
  --custom-compatibility openai \
  --custom-text-input \
  --accept-risk \
  --skip-health

Run OpenClaw

openclaw agent --local --agent main --message "Hello from Hugging Face"

ai-network-llms / datasets /wazuh_logs_20.jsonl

JoeiBanana

Upload batch 6/8

b6cb568 verified 5 months ago

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	{"timestamp": "2025-11-12T12:00:00.000+0100", "rule": {"level": 3, "description": "Service event", "id": "1001", "firedtimes": 1, "mail": false}, "agent": {"id": "004", "name": "EDGE-FW1", "ip": "10.0.0.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948801.958162", "full_log": "System: Service started successfully on EDGE-FW1", "decoder": {"name": "syslog"}, "data": {"message": "service started"}, "location": "/var/log/vpn.log"}
	{"timestamp": "2025-11-12T12:04:00.000+0100", "rule": {"level": 5, "description": "OSPF adjacency change", "id": "55100", "firedtimes": 1, "mail": false}, "agent": {"id": "003", "name": "ACCESS-SW2", "ip": "10.0.2.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948802.740959", "full_log": "%OSPF-5-ADJCHG: Neighbor 10.0.1.10 on GigabitEthernet0/0 from FULL to DOWN", "decoder": {"name": "ospf"}, "data": {"neighbor": "10.0.1.10", "interface": "Gi0/0"}, "location": "/var/log/messages"}
	{"timestamp": "2025-11-12T12:07:00.000+0100", "rule": {"level": 3, "description": "ACL matched/denied packet", "id": "40110", "firedtimes": 2, "mail": false}, "agent": {"id": "004", "name": "EDGE-FW1", "ip": "10.0.0.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948803.301830", "full_log": "ACL deny tcp 10.0.2.119 any eq 445", "decoder": {"name": "cisco-acl"}, "data": {"srcip": "10.0.2.119", "dstip": "10.0.1.21", "dstport": "445", "protocol": "tcp"}, "location": "/var/log/cisco/acl.log"}
	{"timestamp": "2025-11-12T12:09:00.000+0100", "rule": {"level": 3, "description": "ACL matched/denied packet", "id": "40110", "firedtimes": 3, "mail": false}, "agent": {"id": "002", "name": "ACCESS-SW1", "ip": "10.0.1.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948804.303180", "full_log": "ACL deny tcp 10.0.1.57 any eq 3389", "decoder": {"name": "cisco-acl"}, "data": {"srcip": "10.0.1.57", "dstip": "10.0.3.206", "dstport": "3389", "protocol": "tcp"}, "location": "/var/log/httpd/access.log"}
	{"timestamp": "2025-11-12T12:13:00.000+0100", "rule": {"level": 3, "description": "Service event", "id": "1001", "firedtimes": 1, "mail": false}, "agent": {"id": "003", "name": "ACCESS-SW2", "ip": "10.0.2.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948805.493500", "full_log": "System: Service started successfully on ACCESS-SW2", "decoder": {"name": "syslog"}, "data": {"message": "service started"}, "location": "/var/log/auth.log"}
	{"timestamp": "2025-11-12T12:16:00.000+0100", "rule": {"level": 7, "description": "OSPF adjacency change", "id": "55100", "firedtimes": 1, "mail": false}, "agent": {"id": "003", "name": "ACCESS-SW2", "ip": "10.0.2.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948806.657117", "full_log": "%OSPF-5-ADJCHG: Neighbor 10.0.3.181 on GigabitEthernet0/0 from FULL to DOWN", "decoder": {"name": "ospf"}, "data": {"neighbor": "10.0.3.181", "interface": "Gi0/0"}, "location": "/var/log/httpd/access.log"}
	{"timestamp": "2025-11-12T12:20:00.000+0100", "rule": {"level": 10, "description": "DNS query", "id": "60350", "firedtimes": 1, "mail": false}, "agent": {"id": "002", "name": "ACCESS-SW1", "ip": "10.0.1.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948807.989462", "full_log": "DNS query from 10.0.2.61 for safe.local", "decoder": {"name": "dns"}, "data": {"srcip": "10.0.2.61", "query": "safe.local", "protocol": "udp"}, "location": "/var/log/switch.log"}
	{"timestamp": "2025-11-12T12:21:00.000+0100", "rule": {"level": 3, "description": "Service event", "id": "1001", "firedtimes": 1, "mail": false}, "agent": {"id": "002", "name": "ACCESS-SW1", "ip": "10.0.1.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948808.921248", "full_log": "System: Service started successfully on ACCESS-SW1", "decoder": {"name": "auth"}, "data": {"message": "service started"}, "location": "/var/log/auth.log"}
	{"timestamp": "2025-11-12T12:25:00.000+0100", "rule": {"level": 10, "description": "Switch anomaly", "id": "40120", "firedtimes": 1, "mail": false}, "agent": {"id": "001", "name": "CORE-R1", "ip": "10.0.0.1"}, "manager": {"name": "wazuh-manager"}, "id": "1762948809.499874", "full_log": "Switch: Detected ARP flood from 10.0.3.200 on interface Gi0/1 VLAN 30", "decoder": {"name": "switch"}, "data": {"srcip": "10.0.3.200", "interface": "Gi0/1", "vlan": "30"}, "location": "/var/log/dns.log"}
	{"timestamp": "2025-11-12T12:28:00.000+0100", "rule": {"level": 10, "description": "Firewall connection", "id": "30001", "firedtimes": 1, "mail": false}, "agent": {"id": "002", "name": "ACCESS-SW1", "ip": "10.0.1.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948810.495359", "full_log": "Firewall: Connection from 10.0.3.77 to 203.0.113.85 port 445", "decoder": {"name": "firewall"}, "data": {"srcip": "10.0.3.77", "dstip": "203.0.113.85", "dstport": "445", "protocol": "tcp"}, "location": "/var/log/router.log"}
	{"timestamp": "2025-11-12T12:31:00.000+0100", "rule": {"level": 3, "description": "Service event", "id": "1001", "firedtimes": 1, "mail": false}, "agent": {"id": "003", "name": "ACCESS-SW2", "ip": "10.0.2.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948811.928223", "full_log": "System: Service started successfully on ACCESS-SW2", "decoder": {"name": "auth"}, "data": {"message": "service started"}, "location": "/var/log/dns.log"}
	{"timestamp": "2025-11-12T12:33:00.000+0100", "rule": {"level": 7, "description": "Switch anomaly", "id": "40120", "firedtimes": 1, "mail": false}, "agent": {"id": "003", "name": "ACCESS-SW2", "ip": "10.0.2.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948812.254373", "full_log": "Switch: Detected ARP flood from 10.0.2.107 on interface Gi0/2 VLAN 30", "decoder": {"name": "switch"}, "data": {"srcip": "10.0.2.107", "interface": "Gi0/2", "vlan": "30"}, "location": "/var/log/dns.log"}
	{"timestamp": "2025-11-12T12:36:00.000+0100", "rule": {"level": 7, "description": "HTTP access", "id": "60001", "firedtimes": 1, "mail": false}, "agent": {"id": "004", "name": "EDGE-FW1", "ip": "10.0.0.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948813.733447", "full_log": "web server: GET /admin from 192.168.12.216 to 10.0.0.2", "decoder": {"name": "httpd"}, "data": {"srcip": "192.168.12.216", "dstip": "10.0.0.2", "protocol": "http", "url": "/admin"}, "location": "/var/log/cisco/acl.log"}
	{"timestamp": "2025-11-12T12:41:00.000+0100", "rule": {"level": 10, "description": "SSH authentication event", "id": "5710", "firedtimes": 3, "mail": false}, "agent": {"id": "005", "name": "BRANCH-RTR1", "ip": "10.0.3.1"}, "manager": {"name": "wazuh-manager"}, "id": "1762948814.144325", "full_log": "sshd[7569]: Failed password for invalid user test from 10.0.2.81 port 37780 ssh2", "decoder": {"name": "sshd"}, "data": {"srcip": "10.0.2.81", "dstip": "10.0.3.1", "dstport": "22", "protocol": "tcp", "user": "test"}, "location": "/var/log/dns.log"}
	{"timestamp": "2025-11-12T12:44:00.000+0100", "rule": {"level": 3, "description": "Service event", "id": "1001", "firedtimes": 1, "mail": false}, "agent": {"id": "003", "name": "ACCESS-SW2", "ip": "10.0.2.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948815.478114", "full_log": "System: Service started successfully on ACCESS-SW2", "decoder": {"name": "auth"}, "data": {"message": "service started"}, "location": "/var/log/messages"}
	{"timestamp": "2025-11-12T12:45:00.000+0100", "rule": {"level": 9, "description": "SSH authentication event", "id": "5710", "firedtimes": 10, "mail": false}, "agent": {"id": "002", "name": "ACCESS-SW1", "ip": "10.0.1.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948816.379800", "full_log": "sshd[5622]: Failed password for invalid user test from 10.0.2.247 port 61552 ssh2", "decoder": {"name": "sshd"}, "data": {"srcip": "10.0.2.247", "dstip": "10.0.1.2", "dstport": "22", "protocol": "tcp", "user": "test"}, "location": "/var/log/httpd/access.log"}
	{"timestamp": "2025-11-12T12:49:00.000+0100", "rule": {"level": 3, "description": "Service event", "id": "1001", "firedtimes": 1, "mail": false}, "agent": {"id": "005", "name": "BRANCH-RTR1", "ip": "10.0.3.1"}, "manager": {"name": "wazuh-manager"}, "id": "1762948817.234023", "full_log": "System: Service started successfully on BRANCH-RTR1", "decoder": {"name": "syslog"}, "data": {"message": "service started"}, "location": "/var/log/httpd/access.log"}
	{"timestamp": "2025-11-12T12:53:00.000+0100", "rule": {"level": 7, "description": "SSH authentication event", "id": "5711", "firedtimes": 7, "mail": false}, "agent": {"id": "003", "name": "ACCESS-SW2", "ip": "10.0.2.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948818.623894", "full_log": "sshd[7373]: Failed password for invalid user test from 10.0.3.168 port 41935 ssh2", "decoder": {"name": "sshd"}, "data": {"srcip": "10.0.3.168", "dstip": "10.0.2.2", "dstport": "22", "protocol": "tcp", "user": "test"}, "location": "/var/log/auth.log"}
	{"timestamp": "2025-11-12T12:54:00.000+0100", "rule": {"level": 7, "description": "HTTP access", "id": "60001", "firedtimes": 1, "mail": false}, "agent": {"id": "002", "name": "ACCESS-SW1", "ip": "10.0.1.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948819.784545", "full_log": "web server: GET /wp-login.php from 192.168.35.178 to 10.0.1.2", "decoder": {"name": "httpd"}, "data": {"srcip": "192.168.35.178", "dstip": "10.0.1.2", "protocol": "http", "url": "/wp-login.php"}, "location": "/var/log/dns.log"}
	{"timestamp": "2025-11-12T12:58:00.000+0100", "rule": {"level": 7, "description": "HTTP access", "id": "60001", "firedtimes": 1, "mail": false}, "agent": {"id": "004", "name": "EDGE-FW1", "ip": "10.0.0.2"}, "manager": {"name": "wazuh-manager"}, "id": "1762948820.447324", "full_log": "web server: GET /index from 192.168.50.210 to 10.0.0.2", "decoder": {"name": "httpd"}, "data": {"srcip": "192.168.50.210", "dstip": "10.0.0.2", "protocol": "http", "url": "/index"}, "location": "/var/log/router.log"}