Groq Performance Tuning

Overview

Maximize Groq's ultra-low-latency LPU inference. Groq delivers sub-100ms token generation; tuning focuses on streaming efficiency, prompt caching, model selection for speed vs quality, and parallel request orchestration.

Prerequisites

• Groq API key with rate limit awareness
• groq-sdk npm package installed
• Understanding of LLM token economics
• Monitoring for TTFT (time to first token)

Instructions

Step 1: Select Optimal Model for Speed

import Groq from 'groq-sdk';

const groq = new Groq({ apiKey: process.env.GROQ_API_KEY });

// Model speed tiers (approximate TTFT):