Update README.md

README.md

@@ -5,7 +5,6 @@ datasets:
 language:
 - en
 tags:
-- roleplay
 - chat
 ---
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/64abe5cde441313bf29b1b63/5t3ySQwD48Lof_D7ZGua5.png)
@@ -14,6 +13,41 @@ tags:
 
 A 7 Billion Parameter Model (Llama) Fine-tuned by NyX AI for Roleplay
 
+## Usage
+
+```py
+pip install transformers accelerate
+
+```
+
+```py
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "mlabonne/llama-2-7b-miniguanaco"
+prompt = "What is a large language model?"
+
+tokenizer = AutoTokenizer.from_pretrained(model)
+pipeline = transformers.pipeline(
+    "text-generation",
+    model=model,
+    torch_dtype=torch.float16,
+    device_map="auto",
+)
+
+sequences = pipeline(
+    f'<s>[INST] {prompt} [/INST]',
+    do_sample=True,
+    top_k=10,
+    num_return_sequences=1,
+    eos_token_id=tokenizer.eos_token_id,
+    max_length=200,
+)
+for seq in sequences:
+    print(f"Result: {seq['generated_text']}")
+```
+
 ## Usecase
 
 Utilized for roleplay, with the model assuming the character of 'NyX' a female Persona
@@ -22,4 +56,5 @@ Utilized for roleplay, with the model assuming the character of 'NyX' a female P
 ## Contact Me
 
 Instagram : [Samir.Xr](https://instagram.com/samir.xr) <br>
-Github    : [SamirXr](https://github.com/SamirXR)
+Github    : [SamirXr](https://github.com/SamirXR) <br>
+Discord   : [NyX AI](https://discord.com)