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APPLIED AI

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OUR ENGINEERING PRINCIPLES

Fine Tuning

Recent Articles

When Fine-Tuning Fails: RAG and Prompt Engineering as Primary Strategies

OpenAI

LangChain

Why 500 Clean Examples Beat 100K Scraped Ones in LLM Fine-Tuning

PyTorch

OpenAI

Chat Template Consistency: The Silent Killer of LLM Fine-Tuning Jobs

Hugging Face

Fine-Tuning vs. RAG: When Model Behavior Matters More Than Facts

OpenAI

LangChain

LoRA Adapters as Modular Skills: Serving Efficiency in Multi-Task LLM Deployments

Hugging Face

OpenAI

Case Studies

Dispruting Upskilling with GenAI

Dispruting Upskilling with GenAI

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