Groq Core Workflow B

Overview

Secondary workflow for Groq. Complements the primary inference workflow by focusing on batch processing, model benchmarking, and advanced prompt optimization. Use this skill when you need to evaluate multiple Groq models against the same prompt set, run A/B tests on different prompting strategies, or process large volumes of inference requests within API quota constraints.

Prerequisites

• Completed groq-install-auth setup
• Familiarity with groq-core-workflow-a
• Valid API credentials configured

Instructions

Step 1: Setup

Define your prompt dataset and the set of model variants or parameter configurations you want to test. Structure the evaluation criteria: what constitutes a good response for your use case — accuracy, conciseness, format compliance, or latency. Implement a scoring function or evaluation rubric you can apply consistently across all model outputs.

// Step 1 implementation