# SmolLM3 1.7B: Tiny Tier — 8GB RAM'li Cihazda Çalışan Production Model

> Source: https://sukruyusufkaya.com/learn/fine-tuning-cookbook/ftc-smollm3-1.7b-tiny-tier
> Updated: 2026-08-15T10:48:22.028Z
> Category: Fine-Tuning Cookbook (Model-by-Model)
> Module: Part III — Small Open Models (1B–8B)
**TLDR:** SmolLM3 (HuggingFace, Mart 2025) — 1.7B param, hybrid GQA, 256K context (YaRN), %100 açık (data, training pipeline, weights). Edge cihaz target: 8GB RAM phone / Raspberry Pi 5 / IoT. RTX 4090'da full FT 25 dakika. Q4_K_M GGUF → 1.0 GB.