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Articles by Natalia Kuzminykh

Winder.AI: Industrial AI insight about ML, reinforcement learning, MLOps, and more...

The ChatGPT Series: Building, Training, and Monitoring Custom LLMs

  • Part 1: Introduction to Large Language Models and ChatGPT: (Article)
  • Part 2: An Overview of LLM Development & Training ChatGPT: (Article, Code Repository)
  • Part 3: Training Custom ChatGPT and Large Language Models: (Article, Code Repository
  • Part 4: How to Deploy a ChatGPT Model or LLM: (Article)
  • Part 5: How to Monitor a Large Language Model: (Article)
  • Part 6: Useful ChatGPT Libraries: Productization and Hardening: (Article)

Other

  • Calculating Token Counts for LLM Context Windows: A Practical Guide (Article)
  • LLM Prompt Best Practices For Large Context Windows (Article)
  • Big Data in LLMs with Retrieval-Augmented Generation (RAG) (Article)
  • Exploring Small Language Models (Article)
  • Build a Voice-Based Chatbot with OpenAI, Vocode, and ElevenLabs (Article)
  • A Comparison of Open Source LLM Frameworks for Pipelining (Article)

IMG.LY: Photo & Image Processing, Software Development

Web Scraping Blog

  • How to Use cfscrape in Python & Common Errors: (Article available by request, Code Repository)
  • Web Scraping with cURL [Best Guide 2023]: (Article available by request, Code Repository)
  • How to Bypass CAPTCHA Using Playwright: (Article available by request, Code Repository)
  • How to Bypass Cloudflare in Python (Article available by request, Code Repository)
  • Web Scraping with Playwright in 2023: Python and NodeJS (Article available by request, Code Repository)
  • Instagram Web Scraper: Extract Data Using Python (Article available by request, Code Repository)