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ideogram_4_turbotime_lora

Image/Videoby Ostris·Model page

LoRA adapter by ostris for ideogram-4 that fine-tunes image generation with a turbo time-step schedule.

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Base model

ideogram-ai/ideogram-4-fp8

Model Card

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

_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710544679__000021500_0

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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

Author
O
Ostris
User
ostris
Details
Downloads125
Likes55
AccessOpen Source
Tasktext-to-image
Trending55
Licenseother
Librarydiffusers
CreatedJun 17, 2026
UpdatedJun 17, 2026
View on Hugging Face
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ideogram_4_turbotime_lora — AI Model Details | Applied