Coding 2023-08-08
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StableCode

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Coding assistant & learning for programmers
Generated by ChatGPT

StableCode is an LLM generative AI product for coding developed by Stability AI. It aims to assist programmers in their daily work and serve as a learning tool for new developers.

The tool offers three different models to enhance coding efficiency. The base model is trained on a diverse set of programming languages from the stack-dataset, including popular languages like Python, Go, Java, JavaScript, C, Markdown, and C++.

It has been further trained on 560B tokens of code. The instruction model is specifically tuned to solve complex programming tasks and is trained on around 120,000 code instruction/response pairs.

StableCode's long-context window model allows for single and multiple-line autocomplete suggestions, making it an ideal assistant for reviewing or editing large amounts of code simultaneously.

Compared to previous open models, StableCode can handle 2-4 times more code at once, equivalent to editing up to five average-sized Python files. This feature makes it an excellent learning tool for beginners who want to tackle more significant coding challenges.

Stability AI aims to make technology more accessible, and StableCode is a significant step in realizing this vision. The tool empowers people of all backgrounds to create code to solve everyday problems using AI.

It also seeks to provide fairer access to technology worldwide. StableCode is designed to help the next generation of software developers learn to code and contribute to a more inclusive tech ecosystem.

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StableCode was manually vetted by our editorial team and was first featured on August 8th 2023.
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Pros and Cons

Pros

Supports diverse programming languages
Trained on 560B tokens
Three different models
Solves complex programming tasks
Single and multiple-line autocomplete
Ideal for editing large code
Handles 2-4 times more code
Assists beginners with coding challenges
Promotes more inclusive tech ecosystem

Cons

Lacks clear setup instructions
Unnamed complex programming tasks
No mention of updates
Potential language comprehension limitations
No evident user support
No free trial mentioned
Lack of tool integration
Limited to certain languages
No performance metrics
No user community

Q&A

What is StableCode?
What are the three models offered by StableCode?
On what programming languages was the StableCode base model trained?
What specific purpose does StableCode's instruction model serve?
What is the long-context window model used for in StableCode?
How much code can StableCode handle at once?
What makes StableCode an ideal learning tool for beginner coders?
What connotation does Stability AI have with StableCode?
Who can use StableCode to create code?
How does StableCode contribute to providing fair access to technology worldwide?
What is the purpose of StableCode as per Stability AI's vision?
What is the storage capacity of StableCode in terms of Python files?
Can StableCode autocomplete single and multiple-line code?
What distinguishes StableCode's base model from its instruction model?
How was the instruction model of StableCode trained?
Can StableCode handle complex programming tasks?
Can I use StableCode for reviewing large amounts of code at once?
How does StableCode contribute to the tech ecosystem inclusivity?
What programming tasks can StableCode's instruction model solve?
What languages does StableCode support?

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