🚀 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.
✨ 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)
📊 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)
🛠 Supported Languages
Python
JavaScript
TypeScript
Java
C
C++
C#
Go
Rust
PHP
Ruby
Kotlin
Swift
SQL
HTML
CSS
Bash
JSON
YAML
Markdown
📦 Installation
pip install transformers accelerate torch🚀 Quick Start
1 from transformers import AutoTokenizer , AutoModelForCausalLM
2 import torch
3
4 model_id = "kovaion/codingagent-22b-v1"
5
6 tokenizer = AutoTokenizer . from_pretrained ( model_id )
7
8 model = AutoModelForCausalLM . from_pretrained (
9 model_id ,
10 torch_dtype = torch . float16 ,
11 device_map = "auto"
12 )
13
14 prompt = "Write a Python function that implements binary search."
15
16 inputs = tokenizer ( prompt , return_tensors = "pt" ) . to ( model . device )
17
18 outputs = model . generate (
19 ** inputs ,
20 max_new_tokens = 256 ,
21 temperature = 0.2
22 )
23
24 print ( tokenizer . decode ( outputs [ 0 ] , skip_special_tokens = True ) )
🎯 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
⚙️ Recommended Generation Settings
Parameter Value Temperature 0.2–0.7 Top-p 0.95 Max New Tokens 512–2048 Repetition Penalty 1.05
📁 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⚡ Performance
CodingAgent-22B-v1 is optimized for:
Large-scale code generation
Instruction following
Multi-turn coding conversations
Code reasoning
Debugging assistance
Algorithm implementation
🤝 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.
📜 License
This project follows the license specified for this repository.
⭐ Support
If you find this model useful:
⭐ Star the repository
❤️ Like the model on Hugging Face
🔄 Share it with the community
🙏 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.
