Update README.md

README.md

@@ -82,4 +82,24 @@ The following hyperparameters were used during training:
 - Transformers 4.31.0
 - Pytorch 2.0.1+cu118
 - Datasets 2.14.3
-- Tokenizers 0.13.3
+- Tokenizers 0.13.3
+
+
+## How to Use
+If you wish to use this model to generate Solidity contract code, follow the steps below:
+
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+# Load the model and tokenizer
+tokenizer = AutoTokenizer.from_pretrained("ckandemir/solidity_generator")
+model = AutoModelForCausalLM.from_pretrained("ckandemir/solidity_generator")
+
+# Input your code prompt
+input_text = "contract MyToken"
+input_ids = tokenizer.encode(input_text, return_tensors='pt')
+sample_output = model.generate(input_ids, do_sample=True, max_length=400, num_return_sequences=1, temperature=0.7)
+
+# Decode and print the generated text
+generated_text = tokenizer.decode(sample_output[0], skip_special_tokens=True)
+print(generated_text)