diff --git a/data/reference-quant.json b/data/reference-quant.json
index 1730c75da..a506287af 100644
--- a/data/reference-quant.json
+++ b/data/reference-quant.json
@@ -288,5 +288,13 @@
     "extras": "sampler: Default",
     "size": 10.34,
     "date": "2026 May"
+  },
+  "Ideogram 4 sdnq-hadamard-uint4": {
+    "path": "vladmandic/Ideogram-4-sdnq-uint4-hadamard",
+    "desc": "Ideogram 4 is Ideogram's first open-weight text-to-image model: a two 9.3B flow-matching DiTs that uses a Qwen3-VL vision-language model as its text encoder, with strong in-image text rendering. Requires structured JSON-caption prompts; prompt-enhance (on by default) rewrites a plain prompt into one.",
+    "skip": true,
+    "extras": "sampler: Default, cfg_scale: 7.0, steps: 20, width: 1024, height: 1024",
+    "size": 16.29,
+    "date": "2026 June"
   }
 }
diff --git a/data/reference.json b/data/reference.json
index cdd0887ff..6902b40bc 100644
--- a/data/reference.json
+++ b/data/reference.json
@@ -186,7 +186,7 @@
   },
   "Ideogram 4": {
     "path": "CalamitousFelicitousness/Ideogram-4-bf16-Diffusers",
-    "desc": "Ideogram 4 is Ideogram's first open-weight text-to-image model: a 9.3B flow-matching single-stream DiT that uses a Qwen3-VL vision-language model as its text encoder, with strong in-image text rendering. Requires structured JSON-caption prompts; prompt-enhance (on by default) rewrites a plain prompt into one. Non-commercial license.",
+    "desc": "Ideogram 4 is Ideogram's first open-weight text-to-image model: a two 9.3B flow-matching DiTs that uses a Qwen3-VL vision-language model as its text encoder, with strong in-image text rendering. Requires structured JSON-caption prompts; prompt-enhance (on by default) rewrites a plain prompt into one.",
     "skip": true,
     "extras": "sampler: Default, cfg_scale: 7.0, steps: 20, width: 1024, height: 1024",
     "size": 53.58,