aiXcoder 7B - Powerful Coding LLM for Developers - Writes Code For You!

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AI Summary

Summary: Introduction to AI xCoder 7B

• AI xCoder 7B Overview:
  • New open-source coding large language model.
  • Outperforms Code Llama 34B and Star Coder 15B models.
  • 7 billion parameter base model.
  • Supports multiple programming languages (Python, JavaScript, C++, etc.).
  • Offers state-of-the-art performance in code completion and comprehension.
• Features:
  • Integrated with VS Code for code completion.
  • Generates functions, syntax alignment, and comments.
  • Can be installed locally.
  • Available plugins for VS Code and JetBrains IDEs.
• Community and Support:
  • Patreon subscribers received free AI tool subscriptions.
  • Access to consulting, networking, and community collaboration.
• Performance and Usage:
  • Trained on 1.2 trillion unique tokens.
  • Effective in real-world code generation.
  • Achieved an average score of 60.1% on HumanEval and other benchmarks.
  • Outperforms other models in various programming languages.
• Installation and Interaction:
  • GitHub repository provides installation instructions.
  • Compatible with LM Studio and Docker.
  • Downloadable model cards for easy setup.
  • Interactive testing of code completion and programming tasks in LM Studio.
• Consulting and Learning:
  • One-on-one consulting services available.
  • Educational content on AI and coding provided on YouTube.
• Language and IDE Support:
  • Supports Java, Python, Go, C, C++, JavaScript, TypeScript, HTML.
  • Compatible with mainstream IDEs like JetBrains and VS Code.
• Additional Tools:
  • Code search feature on AI xCoder website.
  • String Builder for API search queries.
  • GitHub code search, natural language code search, and Stack Overflow Q&A search.
• Further Information:
  • Fine-tuning examples and training focus detailed on GitHub.
  • Upcoming technical report for in-depth analysis.
• Conclusion:
  • AI xCoder is a valuable new tool in the coding field.
  • Encourages trying it out and provides links for more information.
  • Reminder to engage with the community through Patreon, Twitter, and YouTube.