Hi guys, Welcome to the Advanced Video Search Engine, and you are watching NEW AutoCoder LLM Beats GPT-4o! Best Opensource Coding LLM!. That video is uploaded by WorldofAI at 2024-05-30T11:30:24-07:00. We are promoting this video only for entertainment and educational purpose only. So, I hope you like & enjoy it. [IXcF83xsmCU]
| Name | NEW AutoCoder LLM Beats GPT-4o! Best Opensource Coding LLM! |
| Video Uploader | Video From WorldofAI |
| Upload Date | This Video Uploaded At 30-05-2024 18:30:24 |
| Video Discription | AutoCoder, the Revolutionary Code Interpreter! 🔥 Become a Patron (Private Discord): https://patreon.com/WorldofAi ☕ To help and Support me, Buy a Coffee or Donate to Support the Channel: https://ko-fi.com/worldofai - It would mean a lot if you did! Thank you so much, guys! Love yall 🧠 Follow me on Twitter: https://twitter.com/intheworldofai 📅 Book a 1-On-1 Consulting Call With Me: https://calendly.com/worldzofai/ai-consulting-call-1 📖 Want to Hire Me For AI Projects? Fill Out This Form: https://td730kenue7.typeform.com/to/WndMD5l7 🚨 Subscribe To My Second Channel: @WorldzofCrypto Business Inquires: intheworldzofai@gmail.com [MUST WATCH]: Devin: The First AI Software Engineer - Builds & Deploy Apps End-to-End!: https://youtu.be/SHrnkB-vCKA?si=8uESRa8_SYdnWHWe AnythingLLM Cloud: Fully LOCAL Chat With Docs (PDF, TXT, HTML, PPTX, DOCX, and more): https://youtu.be/SP-Y_9OEaFg?si=mBCMKN5lhFN0cRJH Perplexica: AI-powered Search Engine (Opensource): https://youtu.be/p2wuz2iT8o0?si=jvD14UIyAkoFvzZ2 [Link's Used]: Research Paper: https://huggingface.co/papers/2405.14906 Model Card: https://huggingface.co/Bin12345/AutoCoder Github Repo: https://github.com/bin123apple/AutoCoder 🔔 **Stay Ahead in Coding**: Just a few days ago, a new coding-based language model called AutoCoder was launched, enhancing code LLMs with AIEV-instruct. This groundbreaking model is the first to surpass GPT-4 Turbo (April 2024 version) and GPT-4 Omni in pass@1 on the HumanEval benchmark test, which is INSANE! **🔍 What Makes AutoCoder So Special?** - **Versatile Code Interpreter**: Unlike GPT-4 Turbo and GPT-4o, AutoCoder can install external packages, not just built-in ones. - **Advanced Training Data**: Developed from a multi-turn dialogue dataset using a system combining agent interaction and external code execution verification (AIEV). - **Selective Code Execution**: AutoCoder's interpreter runs only when necessary, unlike OpenCodeInterpreter, providing more control to users. **📊 Simplified Dataset Comparison** - **Dataset Generation**: Utilizing code from pre-cleaned datasets (Magicoder-Evol-Instruct and Magicoder-OSS-Instruct), we collected 186,000 original entries and processed them through our AIEV-Instruct pipeline. - **Demo Explanation**: AutoCoder can automatically install required packages and run code until all issues are resolved, a feature lacking in previous open-source models. **🎬 Video Content Highlights** 1. **AutoCoder vs. GPT-4 Turbo**: - **GPT-4 Turbo Limitations**: Restricted to built-in packages only. - **AutoCoder Advantages**: Automatically installs required packages, expanding its functionality. - **Demo Comparisons**: Watch side-by-side comparisons of code interpretation. 2. **Difference Between AutoCoder and OpenCodeInterpreter**: - **Selective Execution**: AutoCoder uses its interpreter only when needed, unlike OpenCodeInterpreter, which runs all generated code by default. - **Feedback Iterations**: AutoCoder sets a limit of 7 tries to fix code, using GPT-4 Turbo (April 2024) as a teacher model. 3. **Dataset and Accuracy Analysis**: - **AutoCoder-AIEV-Instruct**: 169,000 data samples and 241,000 dialogue rounds, with unit tests for better accuracy. - **Magicoder Datasets**: Comparative analysis with Magicoder-OSS-Instruct and Magicoder-Evol-Instruct. - **Data Cleaning**: Ensuring no contamination by removing entries with over 90% similarity to benchmark datasets. If you enjoyed this deep dive into AutoCoder, don't forget to **like**, **subscribe**, and **share** this video with your fellow coding enthusiasts! Your support helps us bring more cutting-edge content to you. **🔖 Additional Tags and Keywords** #AutoCoder #gpt4turbo #codeinterpreter #aicoding #machinelearning #codingtutorial #aitechnology #HumanEvalBenchmark #AIEVInstruct #techreview IXcF83xsmCU |
| Category | Science & Technology |
| Tags | artificial intelligence | AutoCoder | AutoCoder LLM Beats GPT-4o | GPT-4o | app development | code interpreter | Best Opensource Coding LLM | autocoder | Phind llm | phind coding llm | phind 70b | coding llm beats gpt 4 | gpt4 turbo | coding llm | magicoder llm | neural chat | mistral | llm | uncensored ai | ai | mistral-7b | gpt-4 | llm ai | software engineering | chatdev | auto gpt | chat gpt | software development | gpt pilot | copilot gpt | stablecode | app creation | coding with gpt-4 | autonomous ai |
