# Qwen3-MoE + Llama-4-MoE Pattern: Generic MoE FT Recipe (8×H100 Baseline)

> Source: https://sukruyusufkaya.com/en/learn/fine-tuning-cookbook/ftc-qwen3-moe-llama4-moe-pattern
> Updated: 2026-05-14T14:42:53.471Z
> Category: Fine-Tuning Cookbook (Model-by-Model)
> Module: Part V — MoE Internals & Fine-Tuning
**TLDR:** Qwen3-MoE (30B-A3B, 235B-A22B) and Llama-4-MoE (Behemoth, Maverick, Scout) — 2025's new MoE generation. 'Generic MoE FT pattern' — apply same discipline to any MoE. Common chat template, router-aware LoRA, expert-targeted SFT. 8×H100 baseline recipe.