diff --git "a/data-hf-images.json" "b/data-hf-images.json"
--- "a/data-hf-images.json"
+++ "b/data-hf-images.json"
@@ -91,6 +91,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_abigailspencer_00001_.png",
+        "filename": "klein9_abigailspencer_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_abigailspencer_00001_.png",
@@ -137,6 +144,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_adriaarjona_00001_.png",
+        "filename": "klein9_adriaarjona_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_adriaarjona_00001_.png",
@@ -715,6 +729,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_aliceeve_00001_.png",
+        "filename": "klein9_aliceeve_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_aliceeve_00001_.png",
@@ -858,6 +879,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_allisonmack_00001_.png",
+        "filename": "klein9_allisonmack_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_allisonmack_00001_.png",
@@ -1121,6 +1149,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_amouranth_00001_.png",
+        "filename": "klein9_amouranth_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_amouranth_00001_.png",
@@ -1241,6 +1276,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_amywinehouse_00001_.png",
+        "filename": "klein9_amywinehouse_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_amywinehouse_00001_.png",
@@ -1373,6 +1415,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_andreabotez_00001_.png",
+        "filename": "klein9_andreabotez_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_andreabotez_00001_.png",
@@ -1710,6 +1759,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_annafaris_00001_.png",
+        "filename": "klein9_annafaris_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_annafaris_00001_.png",
@@ -1784,6 +1840,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_annakendrick_00001_.png",
+        "filename": "klein9_annakendrick_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_annakendrick_00001_.png",
@@ -2172,6 +2235,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_anyachalotra_00001_.png",
+        "filename": "klein9_anyachalotra_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_anyachalotra_00001_.png",
@@ -2202,6 +2272,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_anyataylorjoy_00001_.png",
+        "filename": "zbase_anyataylorjoy_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_anyataylorjoy_00001_.png",
@@ -2348,6 +2425,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_audreyhepburn_00001_.png",
+        "filename": "klein9_audreyhepburn_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_audreyhepburn_00001_.png",
@@ -2486,6 +2570,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_bailing_00001_.png",
+        "filename": "klein9_bailing_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_bailing_00001_.png",
@@ -2560,6 +2651,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_beberexha_00001_.png",
+        "filename": "klein9_beberexha_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_beberexha_00001_.png",
@@ -2744,6 +2842,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_beyonce_00001_.png",
+        "filename": "klein9_beyonce_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_beyonce_00001_.png",
@@ -2779,6 +2884,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_billieeilish_00001_.png",
+        "filename": "zbase_billieeilish_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_billieeilish_00001_.png",
@@ -3086,6 +3198,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_britneyspears_00001_.png",
+        "filename": "klein9_britneyspears_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_britneyspears_00001_.png",
@@ -3372,6 +3491,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_candaceowens_00001_.png",
+        "filename": "klein9_candaceowens_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_candaceowens_00001_.png",
@@ -3441,6 +3567,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_caradelevingne_00001_.png",
+        "filename": "klein9_caradelevingne_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_caradelevingne_00001_.png",
@@ -3464,6 +3597,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_caragee_00001_.png",
+        "filename": "klein9_caragee_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_caragee_00001_.png",
@@ -3471,6 +3611,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_caragee_00001_.png",
+        "filename": "zbase_caragee_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_caragee_00001_.png",
@@ -3517,6 +3664,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_caricevanhouten_00001_.png",
+        "filename": "zbase_caricevanhouten_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_caricevanhouten_00001_.png",
@@ -3533,6 +3687,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_carlagugino_00001_.png",
+        "filename": "klein9_carlagugino_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_carlagugino_00001_.png",
@@ -3540,6 +3701,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_carlagugino_00001_.png",
+        "filename": "zbase_carlagugino_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_carlagugino_00001_.png",
@@ -3607,6 +3775,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_carrieannemoss_00001_.png",
+        "filename": "klein9_carrieannemoss_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_carrieannemoss_00001_.png",
@@ -3614,6 +3789,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_carrieannemoss_00001_.png",
+        "filename": "zbase_carrieannemoss_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_carrieannemoss_00001_.png",
@@ -3653,6 +3835,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_carriefisher_00001_.png",
+        "filename": "klein9_carriefisher_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_carriefisher_00001_.png",
@@ -3660,6 +3849,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_carriefisher_00001_.png",
+        "filename": "zbase_carriefisher_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_carriefisher_00001_.png",
@@ -3806,6 +4002,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_charlidamelio_00001_.png",
+        "filename": "klein9_charlidamelio_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_charlidamelio_00001_.png",
@@ -3944,6 +4147,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_chloebennet_00001_.png",
+        "filename": "klein9_chloebennet_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_chloebennet_00001_.png",
@@ -3967,6 +4177,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_chloegracemoretz_00001_.png",
+        "filename": "klein9_chloegracemoretz_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_chloegracemoretz_00001_.png",
@@ -4186,6 +4403,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_cindycrawford_00001_.png",
+        "filename": "zbase_cindycrawford_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_cindycrawford_00001_.png",
@@ -4398,6 +4622,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_cobiesmulders_00001_.png",
+        "filename": "zbase_cobiesmulders_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_cobiesmulders_00001_.png",
@@ -4414,6 +4645,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_colbyminifie_00001_.png",
+        "filename": "klein9_colbyminifie_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_colbyminifie_00001_.png",
@@ -4460,6 +4698,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_courteneycox_00001_.png",
+        "filename": "klein9_courteneycox_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_courteneycox_00001_.png",
@@ -4529,6 +4774,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_cristinmilioti_00001_.png",
+        "filename": "klein9_cristinmilioti_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_cristinmilioti_00001_.png",
@@ -4575,6 +4827,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_dafnekeen_00001_.png",
+        "filename": "klein9_dafnekeen_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_dafnekeen_00001_.png",
@@ -4644,6 +4903,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_daisyridley_00001_.png",
+        "filename": "klein9_daisyridley_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_daisyridley_00001_.png",
@@ -4759,6 +5025,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_daniellepanabaker_00001_.png",
+        "filename": "klein9_daniellepanabaker_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_daniellepanabaker_00001_.png",
@@ -4976,6 +5249,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_denims_00001_.png",
+        "filename": "klein9_denims_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_denims_00001_.png",
@@ -5045,6 +5325,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_devonaoki_00001_.png",
+        "filename": "klein9_devonaoki_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_devonaoki_00001_.png",
@@ -5172,6 +5459,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_dichenlachman_00001_.png",
+        "filename": "zbase_dichenlachman_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_dichenlachman_00001_.png",
@@ -5510,6 +5804,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_eizagonzalez_00001_.png",
+        "filename": "klein9_eizagonzalez_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_eizagonzalez_00001_.png",
@@ -5837,6 +6138,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_ellapurnell_00001_.png",
+        "filename": "zbase_ellapurnell_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_ellapurnell_00001_.png",
@@ -6336,6 +6644,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_emmastone_00001_.png",
+        "filename": "klein9_emmastone_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_emmastone_00001_.png",
@@ -6401,6 +6716,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_emmawatson_00001_.png",
+        "filename": "zbase_emmawatson_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_emmawatson_00001_.png",
@@ -6417,6 +6739,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_emmyrossum_00001_.png",
+        "filename": "klein9_emmyrossum_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_emmyrossum_00001_.png",
@@ -6532,6 +6861,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_estellawarren_00001_.png",
+        "filename": "klein9_estellawarren_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_estellawarren_00001_.png",
@@ -6578,6 +6914,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_evagreen_00001_.png",
+        "filename": "klein9_evagreen_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_evagreen_00001_.png",
@@ -6585,6 +6928,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_evagreen_00001_.png",
+        "filename": "zbase_evagreen_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_evagreen_00001_.png",
@@ -6886,6 +7236,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_florencepugh_00001_.png",
+        "filename": "zbase_florencepugh_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_florencepugh_00001_.png",
@@ -6902,7 +7259,14 @@
         "framework": "Flux"
       }
     ],
-    "WAN": [
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_frandrescher_00001_.png",
+        "filename": "klein9_frandrescher_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
+    "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_frandrescher_00001_.png",
         "filename": "wan_frandrescher_00001_.png",
@@ -6994,6 +7358,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_galgadot_00001_.png",
+        "filename": "klein9_galgadot_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_galgadot_00001_.png",
@@ -7001,6 +7372,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_galgadot_00001_.png",
+        "filename": "zbase_galgadot_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_galgadot_00001_.png",
@@ -7126,6 +7504,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_gilliananderson_00001_.png",
+        "filename": "zbase_gilliananderson_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_gilliananderson_00001_.png",
@@ -7149,6 +7534,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_ginacarano_00001_.png",
+        "filename": "zbase_ginacarano_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_ginacarano_00001_.png",
@@ -7234,6 +7626,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_grimes_00001_.png",
+        "filename": "klein9_grimes_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_grimes_00001_.png",
@@ -7257,6 +7656,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_gwendolinechristie_00001_.png",
+        "filename": "klein9_gwendolinechristie_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_gwendolinechristie_00001_.png",
@@ -7280,6 +7686,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_gwynethpaltrow_00001_.png",
+        "filename": "klein9_gwynethpaltrow_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_gwynethpaltrow_00001_.png",
@@ -7303,6 +7716,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_haileesteinfeld_00001_.png",
+        "filename": "klein9_haileesteinfeld_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_haileesteinfeld_00001_.png",
@@ -7326,6 +7746,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_halleberry_00001_.png",
+        "filename": "klein9_halleberry_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_halleberry_00001_.png",
@@ -7427,6 +7854,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_hayleyatwell_00001_.png",
+        "filename": "klein9_hayleyatwell_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_hayleyatwell_00001_.png",
@@ -7478,6 +7912,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_heidiklum_00001_.png",
+        "filename": "klein9_heidiklum_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_heidiklum_00001_.png",
@@ -7524,6 +7965,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_helenhunt_00001_.png",
+        "filename": "klein9_helenhunt_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_helenhunt_00001_.png",
@@ -7715,6 +8163,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_icespice_00001_.png",
+        "filename": "zbase_icespice_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_icespice_00001_.png",
@@ -7984,6 +8439,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_isabriones_00001_.png",
+        "filename": "klein9_isabriones_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_isabriones_00001_.png",
@@ -8283,6 +8745,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_jamieleecurtis_00001_.png",
+        "filename": "klein9_jamieleecurtis_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_jamieleecurtis_00001_.png",
@@ -8426,6 +8895,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_janelevy_00001_.png",
+        "filename": "klein9_janelevy_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_janelevy_00001_.png",
@@ -8725,6 +9201,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_jennafischer_00001_.png",
+        "filename": "klein9_jennafischer_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_jennafischer_00001_.png",
@@ -8753,6 +9236,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_jennaortega_00001_.png",
+        "filename": "klein9_jennaortega_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_jennaortega_00001_.png",
@@ -8760,6 +9250,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_jennaortega_00001_.png",
+        "filename": "zbase_jennaortega_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_jennaortega_00001_.png",
@@ -8901,6 +9398,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_jenniferholland_00001_.png",
+        "filename": "klein9_jenniferholland_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_jenniferholland_00001_.png",
@@ -8924,6 +9428,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_jenniferlawrence_00001_.png",
+        "filename": "klein9_jenniferlawrence_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_jenniferlawrence_00001_.png",
@@ -8957,6 +9468,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_jenniferlopez_00001_.png",
+        "filename": "klein9_jenniferlopez_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_jenniferlopez_00001_.png",
@@ -9056,6 +9574,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_jeriryan_00001_.png",
+        "filename": "zbase_jeriryan_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_jeriryan_00001_.png",
@@ -9450,6 +9975,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_joannakulig_00001_.png",
+        "filename": "klein9_joannakulig_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_joannakulig_00001_.png",
@@ -9588,6 +10120,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_jodiewhittaker_00001_.png",
+        "filename": "klein9_jodiewhittaker_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_jodiewhittaker_00001_.png",
@@ -9749,6 +10288,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_judyalvarez_00001_.png",
+        "filename": "klein9_judyalvarez_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_judyalvarez_00001_.png",
@@ -9894,6 +10440,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_juliannemoore_00001_.png",
+        "filename": "zbase_juliannemoore_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_juliannemoore_00001_.png",
@@ -10132,6 +10685,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_juliettebinoche_00001_.png",
+        "filename": "klein9_juliettebinoche_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_juliettebinoche_00001_.png",
@@ -10201,6 +10761,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_junotemple_00001_.png",
+        "filename": "klein9_junotemple_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_junotemple_00001_.png",
@@ -10293,6 +10860,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_kaleycuoco_00001_.png",
+        "filename": "klein9_kaleycuoco_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_kaleycuoco_00001_.png",
@@ -10339,6 +10913,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_karengillan_00001_.png",
+        "filename": "klein9_karengillan_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_karengillan_00001_.png",
@@ -10624,6 +11205,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_katdennings_00001_.png",
+        "filename": "klein9_katdennings_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_katdennings_00001_.png",
@@ -10631,6 +11219,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_katdennings_00001_.png",
+        "filename": "zbase_katdennings_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_katdennings_00001_.png",
@@ -10716,6 +11311,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_katemckinnon_00001_.png",
+        "filename": "klein9_katemckinnon_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_katemckinnon_00001_.png",
@@ -10836,6 +11438,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_katewalsh_00001_.png",
+        "filename": "klein9_katewalsh_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_katewalsh_00001_.png",
@@ -10859,6 +11468,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_katewinslet_00001_.png",
+        "filename": "klein9_katewinslet_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_katewinslet_00001_.png",
@@ -10866,6 +11482,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_katewinslet_00001_.png",
+        "filename": "zbase_katewinslet_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_katewinslet_00001_.png",
@@ -11145,6 +11768,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_katiecassidy_00001_.png",
+        "filename": "klein9_katiecassidy_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_katiecassidy_00001_.png",
@@ -11260,6 +11890,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_katrinalaw_00001_.png",
+        "filename": "klein9_katrinalaw_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_katrinalaw_00001_.png",
@@ -11352,6 +11989,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_keiraknightley_00001_.png",
+        "filename": "klein9_keiraknightley_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_keiraknightley_00001_.png",
@@ -11421,6 +12065,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_kirstendunst_00001_.png",
+        "filename": "klein9_kirstendunst_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_kirstendunst_00001_.png",
@@ -11541,6 +12192,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_kristenstewart_00001_.png",
+        "filename": "klein9_kristenstewart_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_kristenstewart_00001_.png",
@@ -11965,6 +12623,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_leamichele_00001_.png",
+        "filename": "klein9_leamichele_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_leamichele_00001_.png",
@@ -11988,6 +12653,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_leaseydoux_00001_.png",
+        "filename": "klein9_leaseydoux_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_leaseydoux_00001_.png",
@@ -12223,6 +12895,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_lexadoig_00001_.png",
+        "filename": "klein9_lexadoig_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_lexadoig_00001_.png",
@@ -12560,6 +13239,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_lisakudrow_00001_.png",
+        "filename": "klein9_lisakudrow_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_lisakudrow_00001_.png",
@@ -12953,6 +13639,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_mackenziedavis_00001_.png",
+        "filename": "klein9_mackenziedavis_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_mackenziedavis_00001_.png",
@@ -13313,6 +14006,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_maggiegyllenhaal_00001_.png",
+        "filename": "klein9_maggiegyllenhaal_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_maggiegyllenhaal_00001_.png",
@@ -13428,6 +14128,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_maitlandward_00001_.png",
+        "filename": "klein9_maitlandward_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_maitlandward_00001_.png",
@@ -13612,6 +14319,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_marciacross_00001_.png",
+        "filename": "klein9_marciacross_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_marciacross_00001_.png",
@@ -13686,6 +14400,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_margotkidder_00001_.png",
+        "filename": "klein9_margotkidder_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_margotkidder_00001_.png",
@@ -13716,6 +14437,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_margotrobbie_00001_.png",
+        "filename": "zbase_margotrobbie_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_margotrobbie_00001_.png",
@@ -13893,6 +14621,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_marilynmonroe_00001_.png",
+        "filename": "klein9_marilynmonroe_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_marilynmonroe_00001_.png",
@@ -14008,6 +14743,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_marlenedietrich_00001_.png",
+        "filename": "klein9_marlenedietrich_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_marlenedietrich_00001_.png",
@@ -14031,6 +14773,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_marlokelly_00001_.png",
+        "filename": "klein9_marlokelly_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_marlokelly_00001_.png",
@@ -14307,6 +15056,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_mayahawke_00001_.png",
+        "filename": "klein9_mayahawke_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_mayahawke_00001_.png",
@@ -14330,6 +15086,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_maycalawamy_00001_.png",
+        "filename": "klein9_maycalawamy_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_maycalawamy_00001_.png",
@@ -14399,6 +15162,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_meagangood_00001_.png",
+        "filename": "klein9_meagangood_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_meagangood_00001_.png",
@@ -14560,6 +15330,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_melaniec_00001_.png",
+        "filename": "klein9_melaniec_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_melaniec_00001_.png",
@@ -14813,6 +15590,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_menasuvari_00001_.png",
+        "filename": "klein9_menasuvari_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_menasuvari_00001_.png",
@@ -14835,6 +15619,13 @@
         "filename": "flux_merylstreep_00001_.png",
         "framework": "Flux"
       }
+    ],
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_merylstreep_00001_.png",
+        "filename": "zimage_merylstreep_00001_.png",
+        "framework": "ZImage"
+      }
     ]
   },
   "miagoth": {
@@ -14868,6 +15659,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_miakhalifa_00001_.png",
+        "filename": "klein9_miakhalifa_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_miakhalifa_00001_.png",
@@ -14891,6 +15689,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_miakirshner_00001_.png",
+        "filename": "klein9_miakirshner_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_miakirshner_00001_.png",
@@ -14923,6 +15728,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_michelealves_00001_.png",
+        "filename": "klein9_michelealves_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_michelealves_00001_.png",
@@ -15015,6 +15827,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_michellegomez_00001_.png",
+        "filename": "klein9_michellegomez_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_michellegomez_00001_.png",
@@ -15582,6 +16401,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_mirasorvino_00001_.png",
+        "filename": "klein9_mirasorvino_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_mirasorvino_00001_.png",
@@ -16125,6 +16951,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_naomiscott_00001_.png",
+        "filename": "klein9_naomiscott_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_naomiscott_00001_.png",
@@ -16240,6 +17073,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_nataliadyer_00001_.png",
+        "filename": "klein9_nataliadyer_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_nataliadyer_00001_.png",
@@ -16648,6 +17488,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_nickiminaj_00001_.png",
+        "filename": "klein9_nickiminaj_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_nickiminaj_00001_.png",
@@ -16791,6 +17638,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_ninaagdal_00001_.png",
+        "filename": "klein9_ninaagdal_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_ninaagdal_00001_.png",
@@ -16837,6 +17691,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_noomirapace_00001_.png",
+        "filename": "klein9_noomirapace_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_noomirapace_00001_.png",
@@ -17021,6 +17882,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_oliviacooke_00001_.png",
+        "filename": "klein9_oliviacooke_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_oliviacooke_00001_.png",
@@ -17044,6 +17912,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_oliviadunne_00001_.png",
+        "filename": "klein9_oliviadunne_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_oliviadunne_00001_.png",
@@ -17159,6 +18034,13 @@
         "framework": "Flux"
       }
     ],
+    "Klein9": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_oliviathirlby_00001_.png",
+        "filename": "klein9_oliviathirlby_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_oliviathirlby_00001_.png",
@@ -17189,6 +18071,13 @@
         "framework": "WAN"
       }
     ],
+    "ZBase": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zbase/zbase_oliviawilde_00001_.png",
+        "filename": "zbase_oliviawilde_00001_.png",
+        "framework": "ZBase"
+      }
+    ],
     "ZImage": [
       {
         "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_oliviawilde_00001_.png",
@@ -17680,9817 +18569,11251 @@
       }
     ]
   },
-  "prostracja": {
+  "pokimane": {
     "Flux": [
       {
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-        "filename": "flux_prostracja_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_pokimane_00001_.png",
+        "filename": "flux_pokimane_00001_.png",
         "framework": "Flux"
       }
     ],
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+        "filename": "klein9_pokimane_00001_.png",
+        "framework": "Klein9"
+      }
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       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_prostracja_00001_.png",
-        "filename": "wan_prostracja_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_pokimane_00001_.png",
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     "ZImage": [
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-        "filename": "zimage_prostracja_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_pokimane_00001_.png",
+        "filename": "zimage_pokimane_00001_.png",
         "framework": "ZImage"
       }
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-        "filename": "flux_randomladykate_00001_.png",
-        "framework": "Flux"
-      }
-    ]
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       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_ranton_00001_.png",
-        "filename": "flux_ranton_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_pollyannamcintosh_00001_.png",
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     "WAN": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_ranton_00001_.png",
-        "filename": "wan_ranton_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_pollyannamcintosh_00001_.png",
+        "filename": "wan_pollyannamcintosh_00001_.png",
         "framework": "WAN"
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     "ZImage": [
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_ranton_00001_.png",
-        "filename": "zimage_ranton_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_pollyannamcintosh_00001_.png",
+        "filename": "zimage_pollyannamcintosh_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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       {
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-        "filename": "flux_rebeccaferguson_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_pollywalker_00001_.png",
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     "WAN": [
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-        "filename": "wan_rebeccaferguson_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_pollywalker_00001_.png",
+        "filename": "wan_pollywalker_00001_.png",
         "framework": "WAN"
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     ],
     "ZImage": [
       {
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-        "filename": "zimage_rebeccaferguson_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_pollywalker_00001_.png",
+        "filename": "zimage_pollywalker_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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-        "filename": "flux_rheaseehorn_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_pomklementieff_00001_.png",
+        "filename": "flux_pomklementieff_00001_.png",
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     "WAN": [
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-        "filename": "wan_rheaseehorn_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_pomklementieff_00001_.png",
+        "filename": "wan_pomklementieff_00001_.png",
         "framework": "WAN"
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     "ZImage": [
       {
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-        "filename": "zimage_rheaseehorn_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_pomklementieff_00001_.png",
+        "filename": "zimage_pomklementieff_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rihanna_00001_.png",
-        "filename": "flux_rihanna_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_portiaderossi_00001_.png",
+        "filename": "flux_portiaderossi_00001_.png",
         "framework": "Flux"
       }
     ],
+    "Klein9": [
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/klein9/klein9_portiaderossi_00001_.png",
+        "filename": "klein9_portiaderossi_00001_.png",
+        "framework": "Klein9"
+      }
+    ],
     "WAN": [
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rihanna_00001_.png",
-        "filename": "wan_rihanna_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_portiaderossi_00001_.png",
+        "filename": "wan_portiaderossi_00001_.png",
         "framework": "WAN"
       }
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     "ZImage": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rihanna_00001_.png",
-        "filename": "zimage_rihanna_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_portiaderossi_00001_.png",
+        "filename": "zimage_portiaderossi_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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     "Flux": [
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-        "filename": "flux_rondarousey_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_princessdiana_00001_.png",
+        "filename": "flux_princessdiana_00001_.png",
         "framework": "Flux"
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     "WAN": [
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-        "filename": "wan_rondarousey_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_princessdiana_00001_.png",
+        "filename": "wan_princessdiana_00001_.png",
         "framework": "WAN"
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     "ZImage": [
       {
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-        "filename": "zimage_rondarousey_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_princessdiana_00001_.png",
+        "filename": "zimage_princessdiana_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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     "Flux": [
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rooneymara_00001_.png",
-        "filename": "flux_rooneymara_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_priyankachopra_00001_.png",
+        "filename": "flux_priyankachopra_00001_.png",
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     "WAN": [
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rooneymara_00001_.png",
-        "filename": "wan_rooneymara_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_priyankachopra_00001_.png",
+        "filename": "wan_priyankachopra_00001_.png",
         "framework": "WAN"
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     "ZImage": [
       {
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-        "filename": "zimage_rooneymara_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_priyankachopra_00001_.png",
+        "filename": "zimage_priyankachopra_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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+  "priyankamohan": {
     "Flux": [
       {
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-        "filename": "flux_rosabelllaurentisellers_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_priyankamohan_00001_.png",
+        "filename": "flux_priyankamohan_00001_.png",
         "framework": "Flux"
       }
     ],
     "WAN": [
       {
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-        "filename": "wan_rosabelllaurentisellers_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_priyankamohan_00001_.png",
+        "filename": "wan_priyankamohan_00001_.png",
         "framework": "WAN"
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     ],
     "ZImage": [
       {
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-        "filename": "zimage_rosabelllaurentisellers_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_priyankamohan_00001_.png",
+        "filename": "zimage_priyankamohan_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
-  "rosamundpike": {
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     "Flux": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rosamundpike_00001_.png",
-        "filename": "flux_rosamundpike_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_priyaprakashvarrier_00001_.png",
+        "filename": "flux_priyaprakashvarrier_00001_.png",
         "framework": "Flux"
       }
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     "WAN": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rosamundpike_00001_.png",
-        "filename": "wan_rosamundpike_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_priyaprakashvarrier_00001_.png",
+        "filename": "wan_priyaprakashvarrier_00001_.png",
         "framework": "WAN"
       }
     ],
     "ZImage": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rosamundpike_00001_.png",
-        "filename": "zimage_rosamundpike_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_priyaprakashvarrier_00001_.png",
+        "filename": "zimage_priyaprakashvarrier_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
-  "rosariodawson": {
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     "Flux": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rosariodawson_00001_.png",
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-        "filename": "flux_rosariodawson_00002_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_prostracja_00001_.png",
+        "filename": "flux_prostracja_00001_.png",
         "framework": "Flux"
       }
     ],
     "WAN": [
       {
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-        "filename": "wan_rosariodawson_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_prostracja_00001_.png",
+        "filename": "wan_prostracja_00001_.png",
         "framework": "WAN"
       }
     ],
     "ZImage": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rosariodawson_00001_.png",
-        "filename": "zimage_rosariodawson_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_prostracja_00001_.png",
+        "filename": "zimage_prostracja_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
-  "rosebyrne": {
+  "puckmoonen": {
     "Flux": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rosebyrne_00001_.png",
-        "filename": "flux_rosebyrne_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_puckmoonen_00001_.png",
+        "filename": "flux_puckmoonen_00001_.png",
         "framework": "Flux"
       }
     ],
     "WAN": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rosebyrne_00001_.png",
-        "filename": "wan_rosebyrne_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_puckmoonen_00001_.png",
+        "filename": "wan_puckmoonen_00001_.png",
         "framework": "WAN"
       }
     ],
     "ZImage": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rosebyrne_00001_.png",
-        "filename": "zimage_rosebyrne_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_puckmoonen_00001_.png",
+        "filename": "zimage_puckmoonen_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
-  "roseleslie": {
+  "qtcinderella": {
     "Flux": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_roseleslie_00001_.png",
-        "filename": "flux_roseleslie_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_qtcinderella_00001_.png",
+        "filename": "flux_qtcinderella_00001_.png",
         "framework": "Flux"
       }
     ],
     "WAN": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_roseleslie_00001_.png",
-        "filename": "wan_roseleslie_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_qtcinderella_00001_.png",
+        "filename": "wan_qtcinderella_00001_.png",
         "framework": "WAN"
       }
     ],
     "ZImage": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_roseleslie_00001_.png",
-        "filename": "zimage_roseleslie_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_qtcinderella_00001_.png",
+        "filename": "zimage_qtcinderella_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
-  "rosemcgowan": {
+  "raashiikhanna": {
     "Flux": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rosemcgowan_00001_.png",
-        "filename": "flux_rosemcgowan_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_raashiikhanna_00001_.png",
+        "filename": "flux_raashiikhanna_00001_.png",
         "framework": "Flux"
       }
     ],
     "WAN": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rosemcgowan_00001_.png",
-        "filename": "wan_rosemcgowan_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_raashiikhanna_00001_.png",
+        "filename": "wan_raashiikhanna_00001_.png",
         "framework": "WAN"
       }
     ],
     "ZImage": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rosemcgowan_00001_.png",
-        "filename": "zimage_rosemcgowan_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_raashiikhanna_00001_.png",
+        "filename": "zimage_raashiikhanna_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
-  "rosemciver": {
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     "Flux": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rosemciver_00001_.png",
-        "filename": "flux_rosemciver_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rachelbrockman_00001_.png",
+        "filename": "flux_rachelbrockman_00001_.png",
         "framework": "Flux"
       }
     ],
     "WAN": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rosemciver_00001_.png",
-        "filename": "wan_rosemciver_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rachelbrockman_00001_.png",
+        "filename": "wan_rachelbrockman_00001_.png",
         "framework": "WAN"
       }
     ],
     "ZImage": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rosemciver_00001_.png",
-        "filename": "zimage_rosemciver_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rachelbrockman_00001_.png",
+        "filename": "zimage_rachelbrockman_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
-  "rubyrose": {
+  "rachelbrosnahan": {
     "Flux": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rubyrose_00001_.png",
-        "filename": "flux_rubyrose_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rachelbrosnahan_00001_.png",
+        "filename": "flux_rachelbrosnahan_00001_.png",
         "framework": "Flux"
       }
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     "WAN": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rubyrose_00001_.png",
-        "filename": "wan_rubyrose_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rachelbrosnahan_00001_.png",
+        "filename": "wan_rachelbrosnahan_00001_.png",
         "framework": "WAN"
       }
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     "ZImage": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rubyrose_00001_.png",
-        "filename": "zimage_rubyrose_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rachelbrosnahan_00001_.png",
+        "filename": "zimage_rachelbrosnahan_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
-  "ruthnegga": {
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     "Flux": [
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-        "filename": "flux_ruthnegga_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rachelkeller_00001_.png",
+        "filename": "flux_rachelkeller_00001_.png",
         "framework": "Flux"
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     "WAN": [
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rachelmcadams_00001_.png",
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         "framework": "ZImage"
       }
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rachelnichols_00001_.png",
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     ],
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+        "framework": "Klein9"
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rachelnichols_00001_.png",
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rachelnichols_00001_.png",
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         "framework": "ZImage"
       }
     ]
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         "framework": "Flux"
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     ]
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_sandrabullock_00001_.png",
-        "filename": "flux_sandrabullock_00001_.png",
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         "framework": "Flux"
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     ],
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+        "framework": "Klein9"
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     "ZImage": [
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rachelweisz_00001_.png",
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         "framework": "ZImage"
       }
     ]
   },
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rachelzegler_00001_.png",
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rachelzegler_00001_.png",
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     "ZImage": [
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-        "filename": "zimage_saoirseronan_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rachelzegler_00001_.png",
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         "framework": "ZImage"
       }
     ]
   },
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_sarahhyland_00001_.png",
-        "filename": "flux_sarahhyland_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_radhamitchell_00001_.png",
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_sarahhyland_00001_.png",
-        "filename": "wan_sarahhyland_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_radhamitchell_00001_.png",
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-        "filename": "zimage_sarahhyland_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_radhamitchell_00001_.png",
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         "framework": "ZImage"
       }
     ]
   },
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_randomladykate_00001_.png",
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     "WAN": [
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-        "filename": "wan_sarahjessicaparker_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_ranton_00001_.png",
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     "ZImage": [
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-        "filename": "zimage_sarahjessicaparker_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_ranton_00001_.png",
+        "filename": "zimage_ranton_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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-        "filename": "flux_sarahsilverman_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_raquelwelch_00001_.png",
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     "WAN": [
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-        "filename": "wan_sarahsilverman_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_raquelwelch_00001_.png",
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     "ZImage": [
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-        "filename": "zimage_sarahsilverman_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_raquelwelch_00001_.png",
+        "filename": "zimage_raquelwelch_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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-        "filename": "flux_sarahwaynecallies_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rashidajones_00001_.png",
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     "WAN": [
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-        "filename": "wan_sarahwaynecallies_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rashidajones_00001_.png",
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     "ZImage": [
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-        "filename": "zimage_sarahwaynecallies_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rashidajones_00001_.png",
+        "filename": "zimage_rashidajones_00001_.png",
         "framework": "ZImage"
       }
     ]
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_sashabanks_00001_.png",
-        "filename": "flux_sashabanks_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rashmikamandanna_00001_.png",
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_sashabanks_00001_.png",
-        "filename": "wan_sashabanks_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rashmikamandanna_00001_.png",
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     "ZImage": [
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-        "filename": "zimage_sashabanks_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rashmikamandanna_00001_.png",
+        "filename": "zimage_rashmikamandanna_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_sashagrey_00001_.png",
-        "filename": "flux_sashagrey_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rebeccaferguson_00001_.png",
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     "WAN": [
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_sashagrey_00001_.png",
-        "filename": "wan_sashagrey_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rebeccaferguson_00001_.png",
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     "ZImage": [
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-        "filename": "zimage_sashagrey_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rebeccaferguson_00001_.png",
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         "framework": "ZImage"
       }
     ]
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-        "filename": "flux_scarlettjohansson_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rebeccagayheart_00001_.png",
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-        "filename": "wan_scarlettjohansson_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rebeccagayheart_00001_.png",
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     "ZImage": [
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rebeccagayheart_00001_.png",
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         "framework": "ZImage"
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rhonamitra_00001_.png",
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         "framework": "ZImage"
       }
     ]
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rhyannawatson_00001_.png",
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     "ZImage": [
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         "framework": "ZImage"
       }
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       }
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rikilindhome_00001_.png",
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_ritahayworth_00001_.png",
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_ritahayworth_00001_.png",
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_robintunney_00001_.png",
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_robinwright_00001_.png",
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rondarousey_00001_.png",
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rondarousey_00001_.png",
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         "framework": "ZImage"
       }
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rooneymara_00001_.png",
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rooneymara_00001_.png",
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     "ZImage": [
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-        "filename": "zimage_sophieturner_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rooneymara_00001_.png",
+        "filename": "zimage_rooneymara_00001_.png",
         "framework": "ZImage"
       }
     ]
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_stanakatic_00001_.png",
-        "filename": "flux_stanakatic_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rosabelllaurentisellers_00001_.png",
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rosabelllaurentisellers_00001_.png",
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     "ZImage": [
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_stanakatic_00001_.png",
-        "filename": "zimage_stanakatic_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rosabelllaurentisellers_00001_.png",
+        "filename": "zimage_rosabelllaurentisellers_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_summerglau_00001_.png",
-        "filename": "flux_summerglau_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rosalia_00001_.png",
+        "filename": "flux_rosalia_00001_.png",
         "framework": "Flux"
       }
     ],
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+        "filename": "klein9_rosalia_00001_.png",
+        "framework": "Klein9"
+      }
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     "WAN": [
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_summerglau_00001_.png",
-        "filename": "wan_summerglau_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rosalia_00001_.png",
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     "ZImage": [
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_summerglau_00001_.png",
-        "filename": "zimage_summerglau_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rosalia_00001_.png",
+        "filename": "zimage_rosalia_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_sunghilee_00001_.png",
-        "filename": "flux_sunghilee_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rosalindeleazar_00001_.png",
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     "WAN": [
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_sunghilee_00001_.png",
-        "filename": "wan_sunghilee_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rosalindeleazar_00001_.png",
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         "framework": "WAN"
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     "ZImage": [
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-        "filename": "zimage_sunghilee_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rosalindeleazar_00001_.png",
+        "filename": "zimage_rosalindeleazar_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_susansarandon_00001_.png",
-        "filename": "flux_susansarandon_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rosamundpike_00001_.png",
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     "WAN": [
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_susansarandon_00001_.png",
-        "filename": "wan_susansarandon_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rosamundpike_00001_.png",
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     "ZImage": [
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-        "filename": "zimage_susansarandon_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rosamundpike_00001_.png",
+        "filename": "zimage_rosamundpike_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_susividal_00001_.png",
-        "filename": "flux_susividal_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rosariodawson_00001_.png",
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         "framework": "Flux"
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-    ]
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-  "sweetanita": {
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       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_sweetanita_00001_.png",
-        "filename": "flux_sweetanita_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rosariodawson_00002_.png",
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     "WAN": [
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_sweetanita_00002_.png",
-        "filename": "wan_sweetanita_00002_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rosariodawson_00001_.png",
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         "framework": "WAN"
       }
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     "ZImage": [
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_sweetanita_00001_.png",
-        "filename": "zimage_sweetanita_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rosariodawson_00001_.png",
+        "filename": "zimage_rosariodawson_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_sweetcoquette_00001_.png",
-        "filename": "flux_sweetcoquette_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rosebyrne_00001_.png",
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     "WAN": [
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_sweetcoquette_00001_.png",
-        "filename": "wan_sweetcoquette_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rosebyrne_00001_.png",
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         "framework": "WAN"
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     "ZImage": [
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-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_sweetcoquette_00001_.png",
-        "filename": "zimage_sweetcoquette_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rosebyrne_00001_.png",
+        "filename": "zimage_rosebyrne_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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-        "filename": "flux_sydneysweeney_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_roseleslie_00001_.png",
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         "framework": "Flux"
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     "WAN": [
       {
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-        "filename": "wan_sydneysweeney_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_roseleslie_00001_.png",
+        "filename": "wan_roseleslie_00001_.png",
         "framework": "WAN"
       }
     ],
     "ZImage": [
       {
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-        "filename": "zimage_sydneysweeney_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_roseleslie_00001_.png",
+        "filename": "zimage_roseleslie_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
-  "sylviahoeks": {
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     "Flux": [
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-        "filename": "flux_sylviahoeks_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rosemariedewitt_00001_.png",
+        "filename": "flux_rosemariedewitt_00001_.png",
         "framework": "Flux"
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     "WAN": [
       {
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-        "filename": "wan_sylviahoeks_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rosemariedewitt_00001_.png",
+        "filename": "wan_rosemariedewitt_00001_.png",
         "framework": "WAN"
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     "ZImage": [
       {
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-        "filename": "zimage_sylviahoeks_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rosemariedewitt_00001_.png",
+        "filename": "zimage_rosemariedewitt_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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-        "filename": "flux_sylwesterwardega_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rosemcgowan_00001_.png",
+        "filename": "flux_rosemcgowan_00001_.png",
         "framework": "Flux"
       }
     ],
+    "Klein9": [
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+        "filename": "klein9_rosemcgowan_00001_.png",
+        "framework": "Klein9"
+      }
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     "WAN": [
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-        "filename": "wan_sylwesterwardega_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rosemcgowan_00001_.png",
+        "filename": "wan_rosemcgowan_00001_.png",
         "framework": "WAN"
       }
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     "ZImage": [
       {
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-        "filename": "zimage_sylwesterwardega_00002_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rosemcgowan_00001_.png",
+        "filename": "zimage_rosemcgowan_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
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-        "filename": "flux_talulahriley_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rosemciver_00001_.png",
+        "filename": "flux_rosemciver_00001_.png",
         "framework": "Flux"
       }
     ],
+    "Klein9": [
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+        "filename": "klein9_rosemciver_00001_.png",
+        "framework": "Klein9"
+      }
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     "WAN": [
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-        "filename": "wan_talulahriley_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rosemciver_00001_.png",
+        "filename": "wan_rosemciver_00001_.png",
         "framework": "WAN"
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     "ZImage": [
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-        "filename": "zimage_talulahriley_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rosemciver_00001_.png",
+        "filename": "zimage_rosemciver_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
-  "tamsingreig": {
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-        "filename": "flux_tamsingreig_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/flux/flux_rowanblanchard_00001_.png",
+        "filename": "flux_rowanblanchard_00001_.png",
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     "WAN": [
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-        "filename": "wan_tamsingreig_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_rowanblanchard_00001_.png",
+        "filename": "wan_rowanblanchard_00001_.png",
         "framework": "WAN"
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     "ZImage": [
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-        "filename": "zimage_tamsingreig_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_rowanblanchard_00001_.png",
+        "filename": "zimage_rowanblanchard_00001_.png",
         "framework": "ZImage"
       }
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     ],
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     "ZImage": [
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+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_waltongoggins_00001_.png",
+        "filename": "zimage_waltongoggins_00001_.png",
         "framework": "ZImage"
       }
     ]
@@ -27543,38 +29866,6 @@
       }
     ]
   },
-  "xochitlgomez": {
-    "WAN": [
-      {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_xochitlgomez_00001_.png",
-        "filename": "wan_xochitlgomez_00001_.png",
-        "framework": "WAN"
-      }
-    ],
-    "ZImage": [
-      {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_xochitlgomez_00001_.png",
-        "filename": "zimage_xochitlgomez_00001_.png",
-        "framework": "ZImage"
-      }
-    ]
-  },
-  "youngleosia": {
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-      {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/wan/wan_youngleosia_00001_.png",
-        "filename": "wan_youngleosia_00001_.png",
-        "framework": "WAN"
-      }
-    ],
-    "ZImage": [
-      {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_youngleosia_00001_.png",
-        "filename": "zimage_youngleosia_00001_.png",
-        "framework": "ZImage"
-      }
-    ]
-  },
   "yulialevchenko": {
     "WAN": [
       {
@@ -27696,6 +29987,24 @@
       }
     ]
   },
+  "ameliapustelnik": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_ameliapustelnik_00001_.png",
+        "filename": "zimage_ameliapustelnik_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "cristinacarmella": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_cristinacarmella_00001_.png",
+        "filename": "zimage_cristinacarmella_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
   "daisy": {
     "ZImage": [
       {
@@ -27723,20 +30032,20 @@
       }
     ]
   },
-  "freyawalton": {
+  "furkangozukara": {
     "ZImage": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_freyawalton_00001_.png",
-        "filename": "zimage_freyawalton_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_furkangozukara_00001_.png",
+        "filename": "zimage_furkangozukara_00001_.png",
         "framework": "ZImage"
       }
     ]
   },
-  "furkangozukara": {
+  "goodnightmoon": {
     "ZImage": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_furkangozukara_00001_.png",
-        "filename": "zimage_furkangozukara_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_goodnightmoon_00001_.png",
+        "filename": "zimage_goodnightmoon_00001_.png",
         "framework": "ZImage"
       }
     ]
@@ -27786,6 +30095,15 @@
       }
     ]
   },
+  "johnleguizamo": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_johnleguizamo_00001_.png",
+        "filename": "zimage_johnleguizamo_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
   "johnnoble": {
     "ZImage": [
       {
@@ -27795,6 +30113,24 @@
       }
     ]
   },
+  "johnoliver": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_johnoliver_00001_.png",
+        "filename": "zimage_johnoliver_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "juliakostera": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_juliakostera_00001_.png",
+        "filename": "zimage_juliakostera_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
   "julianamorgan": {
     "ZImage": [
       {
@@ -27804,6 +30140,15 @@
       }
     ]
   },
+  "karencliche": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_karencliche_00001_.png",
+        "filename": "zimage_karencliche_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
   "karliekloss": {
     "ZImage": [
       {
@@ -27822,6 +30167,15 @@
       }
     ]
   },
+  "kaylanilei": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_kaylanilei_00001_.png",
+        "filename": "zimage_kaylanilei_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
   "kellygale": {
     "ZImage": [
       {
@@ -27831,11 +30185,187 @@
       }
     ]
   },
-  "kosugiyun": {
+  "kripparrian": {
     "ZImage": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_kosugiyun_00001_.png",
-        "filename": "zimage_kosugiyun_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_kripparrian_00001_.png",
+        "filename": "zimage_kripparrian_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "krystenritter": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_krystenritter_00001_.png",
+        "filename": "zimage_krystenritter_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "lolanaymark": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_lolanaymark_00001_.png",
+        "filename": "zimage_lolanaymark_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "majafirek": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_majafirek_00001_.png",
+        "filename": "zimage_majafirek_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "malgorzatajamrozy": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_malgorzatajamrozy_00001_.png",
+        "filename": "zimage_malgorzatajamrozy_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "marcindubiel": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_marcindubiel_00001_.png",
+        "filename": "zimage_marcindubiel_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "mariajeleniewska": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_mariajeleniewska_00001_.png",
+        "filename": "zimage_mariajeleniewska_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "mariyamamoto": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_mariyamamoto_00001_.png",
+        "filename": "zimage_mariyamamoto_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "markiplier": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_markiplier_00001_.png",
+        "filename": "zimage_markiplier_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "marlenasojka": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_marlenasojka_00001_.png",
+        "filename": "zimage_marlenasojka_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "martabloch": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_martabloch_00001_.png",
+        "filename": "zimage_martabloch_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "myannaburing": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_myannaburing_00001_.png",
+        "filename": "zimage_myannaburing_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "nancyajram": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_nancyajram_00001_.png",
+        "filename": "zimage_nancyajram_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "nataliaczarnecka": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_nataliaczarnecka_00001_.png",
+        "filename": "zimage_nataliaczarnecka_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "nataliajanoszek": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_nataliajanoszek_00001_.png",
+        "filename": "zimage_nataliajanoszek_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "nataliakorgol": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_nataliakorgol_00001_.png",
+        "filename": "zimage_nataliakorgol_00001_.png",
+        "framework": "ZImage"
+      },
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_nataliakorgol_00002_.png",
+        "filename": "zimage_nataliakorgol_00002_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "nataliarus": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_nataliarus_00001_.png",
+        "filename": "zimage_nataliarus_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "oliviosarikas": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_oliviosarikas_00001_.png",
+        "filename": "zimage_oliviosarikas_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "parryglasspool": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_parryglasspool_00001_.png",
+        "filename": "zimage_parryglasspool_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "paulinasobon": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_paulinasobon_00001_.png",
+        "filename": "zimage_paulinasobon_00001_.png",
         "framework": "ZImage"
       }
     ]
@@ -27879,11 +30409,20 @@
       }
     ]
   },
-  "shini": {
+  "vanessaszwaczka": {
     "ZImage": [
       {
-        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_shini_00001_.png",
-        "filename": "zimage_shini_00001_.png",
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_vanessaszwaczka_00001_.png",
+        "filename": "zimage_vanessaszwaczka_00001_.png",
+        "framework": "ZImage"
+      }
+    ]
+  },
+  "zofiajastrzebska": {
+    "ZImage": [
+      {
+        "url": "https://huggingface.co/datasets/malcolmrey/samples/resolve/main/zimage/zimage_zofiajastrzebska_00001_.png",
+        "filename": "zimage_zofiajastrzebska_00001_.png",
         "framework": "ZImage"
       }
     ]