GPTQ

Help the agent provide practical guidance for gptq workflows.

When to Use

• The user needs help implementing or improving gptq workflows.
• The user asks for setup, architecture, optimization, or troubleshooting guidance.
• The user wants actionable next steps with trade-offs.

Instructions

1. Clarify goals, constraints, and current environment.
2. Recommend an approach with key design decisions.
3. Highlight trade-offs, pitfalls, and safeguards.
4. Suggest validation checks and rollout strategy.
5. End with a prioritized implementation checklist.

Output

• Recommended approach with rationale
• Step-by-step implementation checklist
• Risks, assumptions, and validation notes