Update README.md

README.md

@@ -1,28 +1,31 @@
 ---
-license: mit
----
----
 tags:
+- code-generation
+- plantuml
+- text-to-code
 - text-generation
+library_name: transformers
 ---
 
-# Model Name
-
-This is a fine-tuned model for text generation.
+# SysML AI: PlantUML Code Generator
 
-## Usage
+This model is a fine-tuned version of [**Base Model Name**] (e.g., GPT-2, CodeGen, etc.) that generates PlantUML code from natural language descriptions. It can be used to create sequence diagrams, class diagrams, and other PlantUML diagrams, making it a valuable tool for software engineers, system architects, and anyone who needs to visualize system designs.
 
-```python
-from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline
+## Model Description
 
-model_name = "MohamedIFQ/sysmlAI"
-tokenizer = AutoTokenizer.from_pretrained(model_name)
-model = AutoModelForCausalLM.from_pretrained(model_name)
+- **Architecture:** [**Describe the base model architecture, e.g., Transformer with X layers, Y attention heads**]
+- **Fine-tuning Dataset:** [**Specify the dataset used for fine-tuning, including the number of examples, source, and data format**]
+- **Training Objective:** [**Describe the training objective, e.g., minimizing cross-entropy loss between predicted and actual PlantUML tokens**]
+- **Evaluation Metrics:** [**List the metrics used to evaluate the model, e.g., BLEU score, ROUGE score, or other relevant code generation metrics**]
 
-nlp = pipeline("text-generation", model=model, tokenizer=tokenizer)
+## Intended Uses & Limitations
 
-prompt = "Your prompt here"
-result = nlp(prompt)
-print(result)
+- **Intended Use:** Generating PlantUML code from natural language descriptions to aid in system design and visualization.
+- **Limitations:** 
+    - May not handle complex or ambiguous descriptions accurately.
+    - May require some manual editing of the generated code for optimal results.
+    - Performance may vary depending on the complexity of the desired diagram.
 
+## How to Use
 
+**Installation:**