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feat(ideogram4): add Ideogram 4 model support
Diffusers-native port of the 9.3B flow-matching DiT: dual-transformer asymmetric CFG, a 13-layer Qwen3-VL tap encoder deduped with VQA and prompt-enhance, the Flux.2 VAE, and a logit-normal schedule. Loads a published bf16 repo with SDNQ at load.
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@@ -543,6 +543,10 @@ def load_diffuser_force(detected_model_type: str, checkpoint_info: CheckpointInf
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from pipelines.model_z_image import load_z_image
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sd_model = load_z_image(checkpoint_info, diffusers_load_config)
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allow_post_quant = False
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elif model_type in ['Ideogram4']:
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from pipelines.model_ideogram4 import load_ideogram4
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sd_model = load_ideogram4(checkpoint_info, diffusers_load_config)
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allow_post_quant = False
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elif model_type in ['LongCat']:
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from pipelines.model_longcat import load_longcat
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sd_model = load_longcat(checkpoint_info, diffusers_load_config)
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