diff --git a/TODO.md b/TODO.md
index 0f8a097ed..ae39d504c 100644
--- a/TODO.md
+++ b/TODO.md
@@ -48,18 +48,14 @@ TODO: Investigate which models are diffusers-compatible and prioritize!
 
 - [Mugen](https://huggingface.co/CabalResearch/Mugen)
 - [NucleusMoe](https://github.com/huggingface/diffusers/pull/13317)
-- [Bria FIBO](https://huggingface.co/briaai/FIBO): Fully JSON based
 - [Liquid](https://github.com/FoundationVision/Liquid): Unified vision-language auto-regressive generation paradigm
-- [Lumina-DiMOO](https://huggingface.co/Alpha-VLLM/Lumina-DiMOO): Foundational multi-modal generation and understanding via discrete diffusion
 - [nVidia Cosmos-Predict-2.5](https://huggingface.co/nvidia/Cosmos-Predict2.5-2B): Physics-aware world foundation model for consistent scene prediction
 - [Liquid (unified multimodal generator)](https://github.com/FoundationVision/Liquid): Auto-regressive generation paradigm across vision and language
-- [Lumina-DiMOO](https://huggingface.co/Alpha-VLLM/Lumina-DiMOO): foundational multi-modal multi-task generation and understanding
 
 ### Image-Edit
 
 - [Tencent HY-WU](https://huggingface.co/tencent/HY-WU)
 - [JoyAI Image Edit](https://huggingface.co/jdopensource/JoyAI-Image-Edit)
-- [Bria FIBO-Edit](https://huggingface.co/briaai/Fibo-Edit-RMBG): Fully JSON-based instruction-following image editing framework
 - [Meituan LongCat-Image-Edit-Turbo](https://huggingface.co/meituan-longcat/LongCat-Image-Edit-Turbo):6B instruction-following image editing with high visual consistency
 - [VIBE Image-Edit](https://huggingface.co/iitolstykh/VIBE-Image-Edit): (Sana+Qwen-VL)Fast visual instruction-based image editing framework
 - [Step1X-Edit](https://github.com/stepfun-ai/Step1X-Edit):Multimodal image editing decoding MLLM tokens via DiT
diff --git a/scripts/prompt_enhance.py b/scripts/prompt_enhance.py
index e8c9f6b53..ecb0e499b 100644
--- a/scripts/prompt_enhance.py
+++ b/scripts/prompt_enhance.py
@@ -116,6 +116,7 @@ class Options:
         'allura-org/Gemma-3-Glitter-4B',
         'coder3101/gemma-3-27b-it-heretic-v2',
         'p-e-w/gemma-3-12b-it-heretic',
+        'p-e-w/gemma-4-E2B-it-heretic-ara',
         'DavidAU/gemma-3-4b-it-heretic-uncensored-abliterated-Extreme',
         'DavidAU/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking',
         'DavidAU/Gemma3-27B-it-vl-GLM-4.7-Uncensored-Heretic-Deep-Reasoning',