Tag: fine-tuning
All the articles with the tag "fine-tuning".
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Fine-Tuning Small Models in 2026: A Practical Pipeline
An end-to-end pipeline for fine-tuning a small model in 2026: distill the data, train adapters, hold an eval bar, ship behind a canary, and watch for the drift that quietly eats your accuracy.
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Small Fine-Tuned Models Are Beating Frontier on My Workloads
On narrow, high-volume tasks a fine-tuned small model matches frontier quality at a fraction of the cost and latency. Here is the pipeline, the eval bar, and the maintenance bill nobody quotes you.
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Stop Fine-Tuning. Start Retrieving. (Usually.)
A decision framework for RAG versus fine-tuning that is not "it depends." Three questions settle most of it, and the cases where fine-tuning actually wins are narrower than the budget requests suggest.