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Ideogram 4 recreates closed model image via LLM-prompting experiment

A user on Reddit conducted an experiment to recreate an image generated by a closed model using Ideogram 4. The process involved summarizing the original JSON prompt into natural language with an LLM, then using that prose and the original image to generate a new JSON prompt for Ideogram 4 with the Gemma 4 12B QAT model. The user then adjusted bounding boxes and generated the final image, sharing the workflow for others to replicate. AI

IMPACT Demonstrates a novel cross-model image generation technique using LLMs for prompt translation.

RANK_REASON User-generated experiment demonstrating a novel workflow for image generation. [lever_c_demoted from research: ic=1 ai=0.7]

Read on r/StableDiffusion →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Ideogram 4 recreates closed model image via LLM-prompting experiment

COVERAGE [1]

  1. r/StableDiffusion TIER_2 English(EN) · /u/GTManiK ·

    An experiment: recreate JSON-prompted closed model image in Ideogram 4

    <table> <tr><td> <a href="https://www.reddit.com/r/StableDiffusion/comments/1tzr6ci/an_experiment_recreate_jsonprompted_closed_model/"> <img alt="An experiment: recreate JSON-prompted closed model image in Ideogram 4" src="https://preview.redd.it/u8x4svwb0y5h1.png?width=640&amp;c…