Return Seed Value in Image Generation Response

Summary

We propose adding the seed value to the API response when generating images. This enhancement will allow users to track, reproduce, and fine-tune generations with greater precision, improving workflow efficiency and consistency.

Proposed Implementation

Modify the image generation response to include the seed parameter used for inference.

Use Cases

1. Image Reproducibility – Users can regenerate identical outputs by reusing the seed, facilitating iterative design.

2. Parameter Fine-Tuning – Enables controlled adjustments by modifying prompts while keeping the same base generation.

3. Debugging & Optimization – Users can log and analyze seed-based variations for performance insights.

Benefits

• Increases predictability in image outputs for production environments.

• Enhances usability for applications requiring deterministic results.

• Improves user experience by reducing trial-and-error in refining generations.

Implementation Considerations

• The seed is already a request parameter; exposing it in responses is a lightweight change.

• This update aligns with best practices in generative AI, where reproducibility is key.

Adding this feature would streamline development workflows and provide greater control over generated content, making the Venice API even more powerful for creators.