Introduction
In the realm of artificial intelligence, Stable Diffusion has gained significant recognition for its exceptional AI image generation model. However, today we shift our focus to a different innovation from the company – the Stable Code Instruct 3B. This large language model, developed by Stability AI, may appear relatively small in terms of file size, but its capabilities and performance are far from insignificant. With a primary emphasis on training models for coding, the Instruct 3B is designed to excel in various programming languages, including JavaScript, Python, Java, C++, Go, SQL, PHP, and Rust.
Video : https://youtu.be/wT4VIf3uwG4
Outperforming LLM 7B Size Competitors
Extensive benchmarking tests have demonstrated that the Stable Code Instruct 3B surpasses its competitors, such as ChatGPT, DeepSeed Coder, and CodeLama, in the small large language model category of around 7 billion parameters. The model showcases exceptional performance across all programming languages, with Python, Java, and C++ standing out as its areas of expertise. The Stable Code model clearly outshines its counterparts, solidifying its position as a leading choice for developers and programmers.
Availability and Usage
To experience the power of the Stable Code Instruct 3B, users can visit the official Stable Diffusion GitHub page, which offers a dedicated testing section. Two versions of the model, namely 3B Q4 and 3B Q5, are available for download. These files, each under 2GB in size, can be easily obtained by right-clicking on the download button. Once downloaded, the model can be executed locally on any machine.
Utilizing the LM Studio
For a simple and straightforward approach to accessing the Stable Code Instruct 3B, users can leverage the LM Studio. This user-friendly platform allows for the seamless download and installation of the large language model. By following the instructions provided on how to install LM Studio and obtain open-source models from Hugging Face, users can conveniently harness the power of Stable Diffusion’s creation.
A Versatile Tool
At just under 2GB in file size, the Stable Code Instruct 3B is a compact yet invaluable tool for generating code across multiple programming languages. Its extensive training in JavaScript, Python, C++, PHP, and more enables it to be a versatile asset for developers seeking efficient solutions. The model’s proficiency extends to assisting in the creation of coding projects, ranging from mobile applications to web development.
Demonstrating the Model’s Capabilities
One can witness the prowess of the Stable Code Instruct 3B by visiting the Hugging Face demo page, where it is labeled as the ‘ChatModel Stable Code 3B’. Through a simple example, we can observe its ability to generate a clean and styled HTML landing page. The AI’s output, which can be previewed in an online HTML editor, reflects the information provided in an organized manner. Although the generated code lacks CSS styling, further enhancements can be made to customize the landing page according to specific requirements.
Enhancements and Customizations
The model proves its utility by including conditional logic that detects the user’s device operating system and presents appropriate redirect links. For instance, if the user is on iOS, they will be directed to the App Store, while Android users will be redirected to Google Play. Moreover, the model allows for additional prompts to introduce JavaScript functions, modify CSS styles, or incorporate other creative elements to enhance the generated code. This flexibility empowers developers to tailor the output to their precise needs.
Exploring Further Possibilities
By capitalizing on the Stable Code Instruct 3B’s generated landing page prototype, developers can embark on further enhancements. Adding images for buttons, defining color backgrounds, and incorporating app-specific branding elements are some of the creative avenues to explore. While the model may not be capable of creating complete software systems or applications from simple prompts alone, it serves as an invaluable assistant for tackling smaller coding tasks efficiently.
Conclusion
In conclusion, the Stable Code Instruct 3B from Stable Diffusion emerges as a formidable large language model. Despite its modest file size, this versatile tool empowers developers to generate code snippets and functions across various programming languages. With its exceptional performance and outperforming competitors, the Stable Code Instruct 3B proves to be an asset for developers seeking efficient and reliable solutions. By leveraging its capabilities through LM Studio or the Hugging Face demo, programmers can unlock a world of possibilities and streamline their coding endeavors.
Resources:
Stable Code Instruct 3B In Stability AI : https://stability.ai/news/introducing-stable-code-instruct-3b
Stable Code Instruct 3B Hugging Face
https://huggingface.co/stabilityai/stable-code-instruct-3b
https://huggingface.co/spaces/stabilityai/stable-code-instruct-3b
LMStudio : https://lmstudio.ai/
Ollama Install Stable Code Instruct 3B https://ollama.com/library/stable-code