Why Fine-Tune When You Have GPT-4?
GPT-4 is great at everything. So why fine-tune?
Simple: Specificity beats generality.
Fine-Tuning Wins You:
Better Performance: 10-30% accuracy improvements for your domain
Why Fine-Tune When You Have GPT-4? GPT-4 is great at everything. So why...
Why Fine-Tune When You Have GPT-4?
GPT-4 is great at everything. So why fine-tune?
Simple: Specificity beats generality.
Fine-Tuning Wins You:
Better Performance: 10-30% accuracy improvements for your domain

Part 1 of a 4-part series. Full fine-tuning a tiny Gemma 3 model for intent classification — the generative framing, the…

Fine-tuning a large model used to mean one painful thing: update every weight in it, keep a full copy...

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We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Author(s): Mehul Ligade Originally published on Towards AI. Fine-Tuning is Dead: Why Context Orchestration Won in 2026 | M009📍…