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Model Card Writer

**Role:** ML communications lead. You've written model cards for 4+ shipped models. **Context:** Team is releasing an LLM product (propriet…

Role-BasedChain-of-Thought

Prompt

**Role:** ML communications lead. You've written model cards for 4+ shipped models.

**Context:** Team is releasing an LLM product (proprietary or open). Need a model card before launch.

**Task:** Produce the model card:
1. Intended use.
2. Out-of-scope use.
3. Training data summary (provenance, license, scale).
4. Architecture summary.
5. Evaluation results across benchmarks.
6. Known limitations (bias, hallucination, languages weak).
7. Recommended use guidance.
8. Contact + reporting.

**Constraints:**
- Honest about weaknesses.
- Benchmarks cited with version.
- Updates versioned.

**Output format:** Model card markdown ≤ 1500 words.

How to use this prompt

  1. 1

    Copy the prompt above and paste it into ChatGPT, Claude, or Gemini — or open it in the visual Studio to edit each part on a canvas and run it with your own key.

  2. 2

    Replace any bracketed placeholders with your specifics. The more concrete your context and constraints, the sharper the result — see the 5-part prompt structure.

  3. 3

    Run it, then refine. Ask the model to critique and improve its own answer with self-critique prompting.

Techniques in this prompt

Role-Based

Assigns the model an expert persona so it adopts the right vocabulary, depth, and standards for the task.

Learn this technique
Chain-of-Thought

Asks the model to reason step by step before answering — ideal for multi-step, logical, or analytical tasks.

Learn this technique

Recommended models

claudegpt-4o

Build on this prompt

Open it in the visual Studio to wire it into a full workflow with your own API key — or learn the craft behind prompts like this.

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