Update README.md

README.md

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 sdk: gradio
-sdk_version: 4.26.0
+sdk_version: 5.12.0
 app_file: app.py
 pinned: true
 license: mit
 short_description: Latest Coding Model By🤗Huggingface & Friends-101 languages!
 ---
 
-# Changes to README.md 
+StarCoder2
 
-- Update to rerank 04/10/2024
+🌟 Latest Coding Model By 🤗 Huggingface & Friends - Supports 101 Programming Languages! 🌟
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+StarCoder2 is an advanced coding model designed to support a wide range of programming tasks, from code generation to bug fixing, across 101 programming languages. With state-of-the-art performance and seamless integration, StarCoder2 is your go-to tool for coding excellence.
+
+📜 License
+
+StarCoder2 is distributed under the Apache 2.0 License.
+
+🏅 Model Badges
+
+Languages Supported: 101
+
+Framework Compatibility: Hugging Face Transformers
+
+Model Size: 15B Parameters
+
+🌐 Model Capabilities
+
+🗣 Languages Supported
+
+StarCoder2 supports 101 programming languages, including but not limited to:
+
+Python, JavaScript, Java, C++, Go, Rust, HTML, CSS, SQL, TypeScript, and more.
+
+🚀 Performance
+
+StarCoder2 achieves high accuracy and performance on multiple coding benchmarks, making it a reliable choice for complex programming tasks.
+
+🔧 Tasks
+
+StarCoder2 excels at:
+
+Code Generation: Create boilerplate code or complete functions.
+
+Code Completion: Predict the next lines of code with context.
+
+Bug Fixing: Identify and resolve errors in your code.
+
+📥 Installation and Usage
+
+🛠 Installation
+
+Ensure you have the Hugging Face Transformers library installed. You can do so by running:
+
+pip install git+https://github.com/huggingface/transformers.git
+
+Alternatively, use the provided requirements.txt file:
+
+pip install -r requirements.txt
+
+💻 Usage Examples
+
+Here’s how you can load the StarCoder2 model and generate code:
+
+Python Code Example:
+
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+# Load the model and tokenizer
+model_name = "bigcode/starcoder2-15b"
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(model_name, trust_remote_code=True)
+
+# Input prompt
+prompt = "def fibonacci(n):"
+inputs = tokenizer(prompt, return_tensors="pt")
+
+# Generate code
+outputs = model.generate(inputs["input_ids"], max_new_tokens=50)
+print(tokenizer.decode(outputs[0], skip_special_tokens=True))
+
+JavaScript Code Example:
+
+const { AutoModelForCausalLM, AutoTokenizer } = require('@huggingface/transformers');
+
+async function generateCode() {
+  const modelName = 'bigcode/starcoder2-15b';
+  const tokenizer = await AutoTokenizer.from_pretrained(modelName);
+  const model = await AutoModelForCausalLM.from_pretrained(modelName);
+
+  const prompt = 'function calculateFactorial(num) {';
+  const inputs = tokenizer.encode(prompt, { return_tensors: 'pt' });
+
+  const output = await model.generate(inputs, { max_new_tokens: 50 });
+  console.log(tokenizer.decode(output[0]));
+}
+
+generateCode();
+
+📚 Additional Resources
+
+Hugging Face Model Hub
+
+Explore StarCoder2 on Hugging Face: StarCoder2-15B Model Card
+
+Configuration Reference
+
+Detailed configuration options are available in the documentation.
+
+📖 Citation
+
+If you use StarCoder2 in your research or projects, please cite the following:
+
+@misc{starcoder2,
+  author = {Huggingface and Friends},
+  title = {StarCoder2: A State-of-the-Art Coding Model},
+  year = {2025},
+  url = {https://huggingface.co/bigcode/starcoder2-15b/blob/main/README.md}
+}
+
+🤝 Community and Support
+
+We welcome contributions and feedback from the community! Here’s how you can get involved:
+
+Report Issues: Submit issues on GitHub.
+
+Contribute: Fork the repository and make pull requests to improve StarCoder2.
+
+Join Discussions: Participate in discussions on Hugging Face Forums.
+
+Thank you for using StarCoder2! 🚀