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Support loading non-diffusers Ideogram4 LoRA checkpoints#13919

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sayakpaul merged 1 commit into
ideogram4-lora-loaderfrom
ideogram4-lora-conversion
Jun 12, 2026
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Support loading non-diffusers Ideogram4 LoRA checkpoints#13919
sayakpaul merged 1 commit into
ideogram4-lora-loaderfrom
ideogram4-lora-conversion

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@linoytsaban

@linoytsaban linoytsaban commented Jun 11, 2026

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Adds conversion of non-diffusers Ideogram4 LoRAs:

  • AI Toolkit

  • Fal

  • diffusion_model. prefix → transformer. prefix

  • lora_down/lora_uplora_A/lora_B, with alpha folded into the weights

  • fused attention.qkv → split to_q/to_k/to_v (shared down matrix, up chunked in thirds)

  • attention.oto_out.0; feed_forward.w1/w2/w3 and adaln_modulation

Stacked on #13861 (the Ideogram4LoraLoaderMixin this extends lands there)

@github-actions github-actions Bot added size/M PR with diff < 200 LOC lora labels Jun 11, 2026
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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

@linoytsaban linoytsaban force-pushed the ideogram4-lora-conversion branch from 62f6c01 to 9d794bb Compare June 11, 2026 13:49
@linoytsaban linoytsaban changed the base branch from ideogram4-lora-training to ideogram4-lora-loader June 11, 2026 13:49
@linoytsaban linoytsaban marked this pull request as ready for review June 11, 2026 13:51
@linoytsaban linoytsaban requested a review from sayakpaul June 11, 2026 13:51

@sayakpaul sayakpaul left a comment

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Thanks!

@sayakpaul sayakpaul merged commit 61eaf8a into ideogram4-lora-loader Jun 12, 2026
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@sayakpaul sayakpaul deleted the ideogram4-lora-conversion branch June 12, 2026 05:00
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3 participants