Articles tagged “Fine-tuning”
4 articles in the library
#Fine-tuning
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6 min readGuideMay 31, 2026
Tutorial: Fine-Tune Llama 4 Scout for Your Domain
A 2026 hands-on tutorial for fine-tuning Llama 4 Scout — LoRA setup, dataset prep, training, eval, deployment. Concrete Python code with Unsloth.
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6 min readGuideMay 31, 2026
LoRA and Distillation: A Practical Guide for 2026
A 2026 practical guide to LoRA, QLoRA, and distillation — when to use each, default hyperparameters, dataset quality, the toolchain, and shipping to production.
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6 min readComparisonMay 31, 2026
Fine-Tuning vs RAG: The 2026 Decision Framework
A 2026 framework for choosing between fine-tuning and RAG — what each does, when each wins, and the hybrid pattern that most production systems actually use.
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5 min readGuideMay 9, 2026
Using Synthetic Data to Train and Fine-Tune LLMs in 2026
How to use synthetic data for training and fine-tuning LLMs in 2026 — techniques, quality control, and when it works versus when it fails.
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