| --- |
| library_name: transformers |
| license: apache-2.0 |
| datasets: |
| - TokenBender/code_instructions_122k_alpaca_style |
| metrics: |
| - accuracy |
| pipeline_tag: text-generation |
| base_model: codellama/CodeLlama-13b-Instruct-hf |
| --- |
| |
| # Panda-Coder 🐼 |
|
|
|  |
|
|
| Panda Coder is a state-of-the-art LLM capable of generating code on the NLP based Instructions |
|
|
| ## Model description |
|
|
| 🤖 Model Description: Panda-Coder is a state-of-the-art LLM, a fine-tuned model, specifically designed to generate code based on natural language instructions. It's the result of relentless innovation and meticulous fine-tuning, all to make coding easier and more accessible for everyone. |
|
|
| ## 🔗 Key Features: |
|
|
| 🌟 NLP-Based Coding: With Panda-Coder, you can transform your plain text instructions into functional code effortlessly. No need to grapple with syntax and semantics - it understands your language. |
|
|
| 🎯 Precision and Efficiency: The model is tailored for accuracy, ensuring your code is not just functional but also efficient. |
|
|
| ✨ Unleash Creativity: Whether you're a novice or an expert coder, Panda-Coder is here to support your coding journey, offering creative solutions to your programming challenges. |
|
|
| 📚 Evol Instruct Code: It's built on the robust Evol Instruct Code 80k-v1 dataset, guaranteeing top-notch code generation. |
|
|
| 📢 What's Next?: We believe in continuous improvement and are excited to announce that in our next release, Panda-Coder will be enhanced with a custom dataset. This dataset will not only expand the language support but also include hardware programming languages like MATLAB, Embedded C, and Verilog. 🧰💡 |
|
|
| ## Get in Touch |
|
|
|
|
| You can schedule 1:1 meeting with our DevRel & Community Team to get started with AI Planet Open Source LLMs and GenAI Stack. Schedule the call here: [https://calendly.com/jaintarun](https://calendly.com/jaintarun) |
|
|
| Stay tuned for more updates and be a part of the coding evolution. Join us on this exciting journey as we make AI accessible to all at AI Planet! |
|
|
|
|
|
|
| ### Framework versions |
|
|
| - Transformers 4.33.3 |
| - Pytorch 2.0.1+cu118 |
| - Datasets 2.14.5 |
| - Tokenizers 0.13.3 |
|
|
| ### Citation |
|
|
| ``` |
| |
| @misc {lucifertrj, |
| author = { {Tarun Jain} }, |
| title = { Panda Coder-13B by AI Planet}, |
| year = 2023, |
| url = { https://huggingface.co/aiplanet/panda-coder-13B }, |
| publisher = { Hugging Face } |
| } |
| ``` |
