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README.md

@@ -109,6 +109,7 @@ those as 39/42, 32/42, or 35/42 would count harness limits as model failures.
 | [Laguna-XS-2.1](https://huggingface.co/Myric/Laguna-XS-2.1-APEX-GGUF) | APEX dynamic v2 | 25/25 | 5/5 | 8/9 | 3/3 | **41/42** | 0 | 2 (41) |
 | [Laguna-S-2.1](https://huggingface.co/Myric/Laguna-S-2.1-APEX-GGUF) | APEX i-quality v2 | 25/25 | 5/5 | 7/7 | 3/3 | **40/40** | 2 | 1 |
 | [Nemotron-3-Super-120B-A12B](https://huggingface.co/Myric/Nemotron-3-Super-120B-A12B-APEX-GGUF) | APEX i-quality | 25/25 | 5/5 | 9/9 | 3/3 | **42/42** | 0 | 1 |
+| [Nemotron-3.5-Super-VL-120B-A12B](https://huggingface.co/Myric/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-APEX-GGUF) | APEX i-quality | 25/25 | 5/5 | 9/9 | 3/3 | **42/42** | 0 | 1 |
 | [Ornith-1.5-122B](https://huggingface.co/ornith-ai/Ornith-1.5-122B) | APEX i-quality | 25/25 | 5/5 | 9/9 | 3/3 | **42/42** | 0 | 2 (42) |
 | [Ornith-1.5-122B](https://huggingface.co/ornith-ai/Ornith-1.5-122B) | APEX i-compact | 25/25 | 5/5 | 9/9 | 3/3 | **42/42** | 0 | 2 (42) |
 | [Ternary-Bonsai-2-27B](https://huggingface.co/prism-ml/Ternary-Bonsai-2-27B-gguf) | PQ2_0 (2.13 bpw) | 25/25 | 5/5 | 8/8 | 3/3 | **41/41** | 1 | 1 |
@@ -145,7 +146,8 @@ IQ3_XXS), the link goes to the base/official card and the Quant column names the
 With voids excluded, the picture is cleaner — and different from the raw denominators:
 
 - **Clean 42/42, no voids:** Muse-Glimmer-30B, K2-Horizon v2, Kolibri-1 (APEX and uniform),
-  Laguna-XS i-quality v2, Nemotron-3-Super-120B, Ornith-1.5-122B (i-quality and i-compact).
+  Laguna-XS i-quality v2, Nemotron-3-Super-120B, Nemotron-3.5-Super-VL-120B-A12B,
+  Ornith-1.5-122B (i-quality and i-compact).
   Their comparison is tokens-at-equal-score, not correctness.
 - **Perfect on every valid task, via voids:** Spark-X2.6-4B (39/39, 3 void), Spark-X2.5 at
   BF16 and Q6_K (32/32 and 30/30; 10 and 12 void), MiniCPM5-2B (35/35, 7 void), LFM2.5 Q8_0

models.json

@@ -126,6 +126,22 @@
         -10
       ]
     },
+    {
+      "group": "nemotron35-super-vl-iquality-oc2",
+      "model": "Nemotron-3.5-Super-VL-120B-A12B",
+      "quant": "APEX i-quality",
+      "active_b": 12.0,
+      "total_b": 120.0,
+      "link": "https://huggingface.co/Myric/NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-APEX-GGUF",
+      "box": "gb10",
+      "annotate": true,
+      "short": "Nemotron-3.5-SV",
+      "size_gb": 81.03,
+      "offset": [
+        10,
+        8
+      ]
+    },
     {
       "group": "ornith122-iquality",
       "model": "Ornith-1.5-122B",

results.json

@@ -1345,6 +1345,59 @@
       "total_wall_s": 9853.6,
       "total_tokens_out": 164349
     },
+    {
+      "label": "nemotron35-super-vl-iquality-oc2-r1",
+      "group": "nemotron35-super-vl-iquality-oc2",
+      "box": "gb10",
+      "model_path": "NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-APEX-i-quality.gguf",
+      "suites": {
+        "frontier": {
+          "tasks": 9,
+          "valid": 9,
+          "passed": 9,
+          "void": 0,
+          "partial": 1.0,
+          "wall_s": 4253.3,
+          "tokens_out": 55742,
+          "source": "results_nemotron35-super-vl-iquality-oc2-r1_opencode_tasks_frontier.json"
+        },
+        "general": {
+          "tasks": 25,
+          "valid": 25,
+          "passed": 25,
+          "void": 0,
+          "partial": 1.0,
+          "wall_s": 4568.3,
+          "tokens_out": 41086,
+          "source": "results_nemotron35-super-vl-iquality-oc2-r1_opencode_tasks.json"
+        },
+        "hard": {
+          "tasks": 5,
+          "valid": 5,
+          "passed": 5,
+          "void": 0,
+          "partial": 1.0,
+          "wall_s": 1699.7,
+          "tokens_out": 18531,
+          "source": "results_nemotron35-super-vl-iquality-oc2-r1_opencode_tasks_hard.json"
+        },
+        "tier4a": {
+          "tasks": 3,
+          "valid": 3,
+          "passed": 3,
+          "void": 0,
+          "partial": 1.0,
+          "wall_s": 531.6,
+          "tokens_out": 4579,
+          "source": "results_nemotron35-super-vl-iquality-oc2-r1_opencode_tasks_tier4a.json"
+        }
+      },
+      "total_passed": 42,
+      "total_valid": 42,
+      "total_void": 0,
+      "total_wall_s": 11052.9,
+      "total_tokens_out": 119938
+    },
     {
       "label": "nemotron3super-iquality-oc2-r1",
       "group": "nemotron3super-iquality-oc2",

results_full42.csv

@@ -24,6 +24,7 @@ mellum21-12b-a2.5b-thinking-q8_0-v2-r1,mellum21-12b-a2.5b-thinking-q8_0-v2,gb10,
 mellum21-12b-a2.5b-thinking-q8_0-v2-r2,mellum21-12b-a2.5b-thinking-q8_0-v2,gb10,Mellum2.1-12B-A2.5B-Thinking-Q8_0.gguf,25/25,4/4,8/9,3/3,40/41,1,40,1.53,255666,0.9934
 minicpm5-2b-q8,minicpm5-2b-q8,gb10,MiniCPM5-2B-Q8_0.gguf,23/23,3/3,6/6,3/3,35/35,7,35,1.9,390175,1.0
 nemotron35-bolt-74b-nvidia24gb-oc2-r1,nemotron35-bolt-74b-nvidia24gb-oc2,gb10,NVIDIA-Nemotron-3.5-Bolt-74B-A9B-24GB.gguf,24/24,5/5,7/7,3/3,39/39,3,39,2.74,164349,1.0
+nemotron35-super-vl-iquality-oc2-r1,nemotron35-super-vl-iquality-oc2,gb10,NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-APEX-i-quality.gguf,25/25,5/5,9/9,3/3,42/42,0,42,3.07,119938,1.0
 nemotron3super-iquality-oc2-r1,nemotron3super-iquality-oc2,gb10,Nemotron-3-Super-120B-A12B-APEX-i-quality.gguf,25/25,5/5,9/9,3/3,42/42,0,42,3.4,165619,1.0
 ornith122-icompact-r1,ornith122-icompact,gb10,Ornith-1.5-122B-APEX-i-compact.gguf,25/25,5/5,9/9,3/3,42/42,0,42,1.79,132233,1.0
 ornith122-icompact-r2,ornith122-icompact,gb10,Ornith-1.5-122B-APEX-i-compact.gguf,25/25,5/5,9/9,3/3,42/42,0,42,1.83,146077,1.0