Update README.md

README.md

@@ -34,4 +34,27 @@ Each dataset contributed 20,000 data points to the training process, ensuring a
 - If interested in contributing or experimenting with this model, please feel free to reach out or access the code directly from my Kaggle profile.
 
 ## Contact Information
-- For any inquiries, suggestions, or collaboration proposals, please contact [Your Name] at [Your Email].
+- For any inquiries, suggestions, or collaboration proposals, please contact 
+
+```python
+!pip install -qU transformers accelerate
+
+from transformers import AutoTokenizer
+import transformers
+import torch
+
+model = "Kukedlc/NeuralExperiment-7b-MagicCoder-v7"
+messages = [{"role": "user", "content": "What is a large language model?"}]
+
+tokenizer = AutoTokenizer.from_pretrained(model)
+prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
+pipeline = transformers.pipeline(
+    "text-generation",
+    model=model,
+    torch_dtype=torch.float16,
+    device_map="auto",
+)
+
+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"])
+```