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AI Toolkit JSON Captioning Slow and Failing for Ideogram 4 Training

Users of the AI Toolkit are experiencing significant slowdowns and failures when using its JSON captioning feature for preparing datasets for Ideogram 4 LORA training. The process is taking over ten minutes per image, and some captions are failing to generate correctly, resulting in incomplete JSON output. Users are seeking advice on alternative captioning methods or tools that might offer better performance and reliability for training purposes. AI

IMPACT Potential bottleneck for users training custom models with Ideogram 4, prompting searches for more efficient captioning solutions.

RANK_REASON User-reported issues with a specific feature of an AI toolkit.

Read on r/StableDiffusion →

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

AI Toolkit JSON Captioning Slow and Failing for Ideogram 4 Training

COVERAGE [1]

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

    ai toolkit ideogram json captioning taking ages (and often failing)

    <!-- SC_OFF --><div class="md"><p>hello, trying to prepare my dataset for some ideogram 4 lora training, and using the aitoolkit inbuilt JSON captioning tool, but it's sloooooooow. i have a 4060 ti 16 gig vram (and 64 gig system ram), i know it's not the freshest card but it's ta…