Update README.md

README.md

@@ -45,17 +45,18 @@ import transformers
 import torch
 
 model = "PrunaAI/mattshumer-Hermes-2-Pro-11B-bnb-4bit"
-tokenizer = "mattshumer/Hermes-2-Pro-11B"
 messages = [{"role": "user", "content": "What is a large language model?"}]
 
-tokenizer = AutoTokenizer.from_pretrained(tokenizer)
+tokenizer = AutoTokenizer.from_pretrained(model)
 prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
 pipeline = transformers.pipeline(
     "text-generation",
     model=model,
     device_map="auto",
-    cache_dir='/nfs/students/rachwan/delete_me/hermes'
 )
+
+outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
+print(outputs[0]["generated_text"])
 ```
 
 outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)