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Ideogram 4 Turbotime LoRA

ideogram-4-non-commercial

KindOtherBase modelideogram-ai/ideogram-4-fp8VersionRevision 63f528b

Model source

Kind
Other
File size
808 MB
Base model
ideogram-ai/ideogram-4-fp8
Version
vRevision 63f528b
Updated
Sep 30, 2026
Downloads
3.8K
Tasks
Text to image
Source
Hugging Face

Source description

Ideogram 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

_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710544679__000021500_0

_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710551105__000021500_1

_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710557512__000021500_2

_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710563838__000021500_3

_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

Sources

1 source
Hugging FacePrimaryVersion 63f528b4fa97bb3be64dff89096c83b8e9b84b87
huggingface.co/ostris/ideogram_4_turbotime_lora/tree/63f528b4fa97bb3be64dff89096c83b8e9b84b87

Verified Sep 30

Model artifacts

1 artifact

ideogram_4_turbotime_v1.safetensors

safetensors · 808 MB · SHA-256 e44a95e54b41…72ef · Hugging Face

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Source excerpts

2 excerpts

--- license: other license_name: ideogram-4-non-commercial license_link: https://huggingface.co/ideogram-ai/ideogram-4-fp8/blob/main/LICENSE.md tags: - text-to-image - lora - diffusers base_model: ideogram-ai/ideogram-4-fp8 --- # Ideogram 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](https://cdn-uploads.huggingface.co/production/uploads/643cb43e6eeb746f5ad81c26/hk4OWp6IGuscFhucp458a.jpeg) Some samples using the default AI Toolkit prompts at 8 step ![_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710544679__000021500_0](https://cdn-uploads.huggingface.co/production/uploads/643cb43e6eeb746f5ad81c26/U2LZFNzB-HvAdh18abY6i.jpeg) ![_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710551105__000021500_1](https://cdn-uploads.huggingface.co/production/uploads/643cb43e6eeb746f5ad81c26/yTwdKZlIs3WPqKQsPJ4dD.jpeg) ![_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710557512__000021500_2](https://cdn-uploads.huggingface.co/production/uploads/643cb43e6eeb746f5ad81c26/yokPp8KTFU1dEiCY6JiSR.jpeg) ![_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710563838__000021500_3](https://cdn-uploads.huggingface.co/production/uploads/643cb43e6eeb746f5ad81c26/hCMzvRp-f-V1VkKLr8Jet.jpeg) ![_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710570261__000021500_4](https://cdn-uploads.huggingface.co/production/uploads/643cb43e6eeb746f5ad81c26/NyCluscttfmUkXie_A1qR.jpeg) ![_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710576750__000021500_5](https://cdn-uploads.huggingface.co/production/uploads/643cb43e6eeb746f5ad81c26/ZqcHGa8r7OQPkOWwJpBcL.jpeg) ![_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710583240__000021500_6](https://cdn-uploads.huggingface.co/production/uploads/643cb43e6eeb746f5ad81c26/UWIX2p-vPwKhv3qIIznuS.jpeg) ![_mnt_Data_train_out_ui_ideogram_turbo_8_v1_samples_1781710589316__000021500_7](https://cdn-uploads.huggingface.co/production/uploads/643cb43e6eeb746f5ad81c26/76D-LhoU2DV0XhFcOrbuE.jpeg) ![_mnt_Data_train_out_ui_ideogram_tu...

Source context: 3832 downloads · 138 likes · Pipeline text-to-image · Library diffusers · Repo ostris/ideogram_4_turbotime_lora