🚀 CodingAgent-22B-v1

A powerful 22 Billion parameter coding language model fine-tuned to assist with software development tasks including code generation, debugging, refactoring, documentation, reasoning, and programming assistance.

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✨ Features

• 💻 High-quality code generation
• 🐞 Intelligent debugging assistance
• 🔄 Code refactoring & optimization
• 📖 Automatic documentation generation
• 🧠 Strong reasoning for complex programming tasks
• 🌐 Supports multiple programming languages
• ⚡ Optimized for Hugging Face Transformers
• 🔥 Compatible with vLLM and Text Generation Inference (TGI)

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📊 Model Information

Property	Value
Model Name	CodingAgent-22B-v1
Base Architecture	Mistral
Parameters	22 Billion
Framework	Transformers
Format	SafeTensors
Precision	FP16
Context Length	(Update if applicable)

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🛠 Supported Languages

• Python
• JavaScript
• TypeScript
• Java
• C
• C++
• C#
• Go
• Rust
• PHP
• Ruby
• Kotlin
• Swift
• SQL
• HTML
• CSS
• Bash
• JSON
• YAML
• Markdown

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📦 Installation

pip install transformers accelerate torch

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🚀 Quick Start

from transformers import AutoTokenizer, AutoModelForCausalLM
import torch

model_id = "kovaion/codingagent-22b-v1"

tokenizer = AutoTokenizer.from_pretrained(model_id)

model = AutoModelForCausalLM.from_pretrained(
    model_id,
    torch_dtype=torch.float16,
    device_map="auto"
)

prompt = "Write a Python function that implements binary search."

inputs = tokenizer(prompt, return_tensors="pt").to(model.device)

outputs = model.generate(
    **inputs,
    max_new_tokens=256,
    temperature=0.2
)

print(tokenizer.decode(outputs[0], skip_special_tokens=True))

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🎯 Ideal Use Cases

• AI Coding Assistant
• Software Development
• Code Completion
• Bug Fixing
• Code Explanation
• Competitive Programming
• Technical Interview Preparation
• Documentation Generation
• API Development
• Educational Projects

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⚙️ Recommended Generation Settings

Parameter	Value
Temperature	0.2–0.7
Top-p	0.95
Max New Tokens	512–2048
Repetition Penalty	1.05

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📁 Repository Structure

config.json
generation_config.json
model-00001-of-00009.safetensors
...
model-00009-of-00009.safetensors
tokenizer.json
tokenizer.model
special_tokens_map.json
README.md

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⚡ Performance

CodingAgent-22B-v1 is optimized for:

• Large-scale code generation
• Instruction following
• Multi-turn coding conversations
• Code reasoning
• Debugging assistance
• Algorithm implementation

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🤝 Contributing

Contributions, suggestions, and feedback are always welcome.

If you discover issues or have ideas for improvements, please open an issue or submit a pull request.

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📜 License

This project follows the license specified for this repository.

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⭐ Support

If you find this model useful:

• ⭐ Star the repository
• ❤️ Like the model on Hugging Face
• 🔄 Share it with the community

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🙏 Acknowledgements

Built using the Mistral architecture and the Hugging Face Transformers ecosystem.

Special thanks to the open-source AI community for advancing large language models.