Hugging Face and ServiceNow Release a Free Code-Generating Model
AI startup Hugging Face and ServiceNow Research, ServiceNow's R&D division, have released StarCoder, a free alternative to code-generating AI systems along the lines of GitHub's Copilot. From a report: Code-generating systems like DeepMind's AlphaCode; Amazon's CodeWhisperer; and OpenAI's Codex, which powers Copilot, provide a tantalizing glimpse at what's possible with AI within the realm of computer programming. Assuming the ethical, technical and legal issues are someday ironed out (and AI-powered coding tools don't cause more bugs and security exploits than they solve), they could cut development costs substantially while allowing coders to focus on more creative tasks. According to a study from the University of Cambridge, at least half of developers' efforts are spent debugging and not actively programming, which costs the software industry an estimated $312 billion per year. But so far, only a handful of code-generating AI systems have been made freely available to the public -- reflecting the commercial incentives of the organizations building them (see: Replit). StarCoder, which by contrast is licensed to allow for royalty-free use by anyone, including corporations, was trained on over 80 programming languages as well as text from GitHub repositories, including documentation and programming notebooks. StarCoder integrates with Microsoft's Visual Studio Code code editor and, like OpenAI's ChatGPT, can follow basic instructions (e.g., "create an app UI") and answer questions about code.
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