Update README.md with license

README.md

@@ -8,7 +8,11 @@ pipeline_tag: conversational
 
 ## Model Card for Model ID
 
-Finetuned decapoda-research/llama-13b-hf on conversations
+Fine-tuned decapoda-research/llama-13b-hf on conversations
+
+This repository contains a LLaMA-13B fine-tuned model.
+
+⚠️ **I used [LLaMA-13B-hf](https://huggingface.co/decapoda-research/llama-13b-hf) as a base model, so this model is for Research purpose only (See the [license](https://huggingface.co/decapoda-research/llama-13b-hf/blob/main/LICENSE))**
 
 
 ## Model Details
@@ -57,11 +61,38 @@ Generating text and prompt answering
 Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
 
 
+# Usage
+
+## Creating prompt
+
+The model was trained on the following kind of prompt:
+
+```python
+def generate_prompt(instruction: str, input_ctxt: str = None) -> str:
+    if input_ctxt:
+        return f"""Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request.
+
+### Instruction:
+{instruction}
+
+### Input:
+{input_ctxt}
+
+### Response:"""
+    else:
+        return f"""Below is an instruction that describes a task. Write a response that appropriately completes the request.
+
+### Instruction:
+{instruction}
+
+### Response:"""
+```
+
 ## How to Get Started with the Model
 
 Use the code below to get started with the model.
 
-```
+```python
 from transformers import LlamaTokenizer, LlamaForCausalLM
 from peft import PeftModel
 
@@ -74,7 +105,7 @@ model = PeftModel.from_pretrained(model, "Sandiago21/public-ai-model")
 ```
 
 ### Example of Usage
-```
+```python
 from transformers import GenerationConfig
 
 PROMPT = """Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request.\n\n### Instruction:\nWhich is the capital city of Greece and with which countries does Greece border?\n\n### Input:\nQuestion answering\n\n### Response:\n"""
@@ -107,7 +138,7 @@ for s in generation_output.sequences:
 ```
 
 ### Example Output
-```
+```python
 Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request.
 
 ### Instruction: