#Fine-tuning

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RAG vs Fine-Tuning: What Teams Are Choosing in 2025? Data from Practice
July 28, 2026

RAG vs Fine-Tuning: What Teams Are Choosing in 2025? Data from Practice

New benchmarks show: hybrid approach (RAG + fine-tuning) delivers 86% accuracy vs 75% for base GPT-4. How to choose in practice?

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SFT in Practice: How Fine-Tuning a Small Language Model Can Beat GPT-5 at Invoice Processing
June 21, 2026

SFT in Practice: How Fine-Tuning a Small Language Model Can Beat GPT-5 at Invoice Processing

Running frontier LLMs in production is expensive and slow. Learn how LoRA fine-tuning of a 2B Vision Language Model on an NVIDIA L4 GPU achieves parity with GPT-5 at a fraction of the cost.

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