ostris/ideogram_4_turbotime_lora

Hugging Face Models Trending Models

Summary

A LoRA that adapts Ideogram 4 to generate high-quality images in as few as 2 steps without CFG, using a novel continuous turbo training method.

Task: text-to-image Tags: diffusers, text-to-image, lora, base_model:ideogram-ai/ideogram-4-fp8, base_model:adapter:ideogram-ai/ideogram-4-fp8, license:other, region:us
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Cached at: 06/21/26, 04:32 AM

ostris/ideogram_4_turbotime_lora · Hugging Face

Source: https://huggingface.co/ostris/ideogram_4_turbotime_lora

https://huggingface.co/ostris/ideogram_4_turbotime_lora#ideogram-4-turbotime-loraIdeogram 4 TurboTime LoRA

This LoRA will turn Ideogram 4 into a few step model. It is capable of generating good quality images in as little as 2 steps with no CFG and no unconditional model. It was created with a continuious turbo training method I am working on and still perfecting. I will release more information on that once it is fully polished. This will likely recieve updated versions as the method improves.

ideogram_4_turbo_time

Some samples using the default AI Toolkit prompts at 8 step

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_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710570261__000021500_4

_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710576750__000021500_5

_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710583240__000021500_6

_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710589316__000021500_7

_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710595579__000021500_8

_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710602041__000021500_9

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