Marcus Holloway

Marcus has been gluing systems together for twelve years - first as an integrations engineer at Tray.io, then four years at MuleSoft (post-Salesforce acquisition) leading a team that built connectors for regulated-industry customers. He moved full-time into LLM orchestration in 2023 after a side project - an n8n workflow that triaged his consulting firm's intake email - replaced an actual headcount. He focuses on the boring middle layer: idempotent webhook receivers, dead-letter queues for tool-call failures, and getting Temporal to play nicely with OpenAI's Assistants API. He's published two open-source n8n community nodes (one for Pinecone hybrid search, one for Anthropic prompt caching) and contributed retry-backoff improvements to the LangChain JS repo. Lives in Atlanta. Writes about what actually breaks in production agents, not what looks good in a demo.

مقالات نوشته Marcus Holloway

فاین‌تیونینگ مدل‌های زبانی بزرگ با LoRA و QLoRA: راهنمای عملی با Python
آموزش‌ها

فاین‌تیونینگ مدل‌های زبانی بزرگ با LoRA و QLoRA: راهنمای عملی با Python

فاین‌تیونینگ LLM با LoRA و QLoRA رو گام‌به‌گام یاد بگیرید. از مبانی نظری تا پیاده‌سازی کامل با Unsloth و Hugging Face، همراه با بهترین تنظیمات هایپرپارامتر ۲۰۲۶ و تکنیک‌های پیشرفته DoRA و LoftQ.

Marcus Holloway 14 دقیقه مطالعه