Update README.md

README.md

@@ -8,4 +8,44 @@ language:
 This is a mix between teknium/OpenHermes-2.5-Mistral-7B and Intel/neural-chat-7b-v3-3.
 Using mistralai/Mistral-7B-v0.1 as the base model.
 
-This Mixture of Expert was done using `mergekit` method.
+This Mixture of Expert was done using `mergekit` method.
+
+# Getting Started
+
+```python
+import torch
+from transformers import pipeline
+
+pipe = pipeline("text-generation", model="ibndias/NeuralHermes-MoE-2x7B",torch_dtype=torch.bfloat16, device_map="auto")
+
+prompt = """<|system|> You are a helpful penetration testing assistant.
+<|user|>
+Write me bash script to scan ip 192.3.1.4 with nmap only port that ends with 9 from 1-100.
+<|assistant|>
+"""
+outputs = pipe(prompt, max_new_tokens=512, do_sample=True, temperature=0.2, top_k=50, top_p=0.95)
+print(outputs[0]["generated_text"])
+```
+
+Output:
+```
+<|system|> You are a helpful penetration testing assistant.
+<|user|>
+Write me bash script to scan ip 192.3.1.4 with nmap only port that ends with 9 from 1-100.
+<|assistant|>
+Sure, here's a bash script that scans the specified IP address with nmap for open ports that end with 9 from 1 to 100:
+```
+#!/bin/bash
+IP_ADDRESS="192.3.1.4"
+START_PORT=1
+END_PORT=100
+for ((i=$START_PORT; i<=$END_PORT; i++)); do
+    PORT=$i
+    if [[ $PORT % 10 == 9 ]]; then
+        nmap -p $PORT $IP_ADDRESS
+    fi
+done
+```
+Save the script with a.sh extension (e.g., scan_ports.sh) and make it executable by running `chmod +x scan_ports.sh`. Then, run the script by executing `./scan_ports.sh`.
+...
+```