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README.md

@@ -144,6 +144,7 @@ those as 39/42, 32/42, or 35/42 would count harness limits as model failures.
 | [GLM-4.7-Flash](https://huggingface.co/Myric/GLM-4.7-Flash-APEX-GGUF) | APEX i-quality | 24/25 | 3/5 | 6/9 | 3/3 | **36/42** | 0 | 10,226 | 28.2 | 1 |
 | [Muse-Glimmer-30B-heretic](https://huggingface.co/darkc0de/Muse-Glimmer-30B-heretic) | Q4_K_M | 25/25 | 5/5 | 9/9 | 3/3 | **42/42** | 0 | 4,895 | 8.8 | 1 |
 | [Qwen3.8-27B](https://huggingface.co/Qwen/Qwen3.8-27B) | Q4_K_M | 25/25 | 5/5 | 9/9 | 3/3 | **42/42** | 0 | 2,236 | 9.6 | 1 |
+| [Ripple-65B-Preview](https://huggingface.co/Myric/Ripple-65B-Preview-APEX-GGUF) | Q4_K_M + DFlash2 (n16) | 25/25 | 5/5 | 9/9 | 3/3 | **42/42** | 0 | 2,188 | 22.2 | 1 |
 <!-- TABLE:END -->
 
 Every row links to the public card for the exact quant where one exists; where the tested GGUF is

models.json

@@ -753,6 +753,23 @@
       ],
       "base_country": "China",
       "post_country": "China"
+    },
+    {
+      "group": "ripple65b-dflash16",
+      "model": "Ripple-65B-Preview",
+      "short": "Ripple-65B",
+      "quant": "Q4_K_M + DFlash2 (n16)",
+      "active_b": 65.0,
+      "total_b": 65.0,
+      "size_gb": 38.8,
+      "link": "https://huggingface.co/Myric/Ripple-65B-Preview-APEX-GGUF",
+      "link_note": "Tested target quant: prithivMLmods Q4_K_M (exact file); card carries the DFlash2 drafter, serving recipe, and provenance notes",
+      "box": "gb10",
+      "annotate": true,
+      "offset": [
+        8,
+        8
+      ]
     }
   ]
 }

results.json

@@ -2087,6 +2087,59 @@
       "total_wall_s": 15246.2,
       "total_tokens_out": 244781
     },
+    {
+      "label": "ripple65b-dflash16",
+      "group": "ripple65b-dflash16",
+      "box": "gb10",
+      "model_path": "Ripple-65B-Preview.Q4_K_M.gguf",
+      "suites": {
+        "general": {
+          "tasks": 25,
+          "valid": 25,
+          "passed": 25,
+          "void": 0,
+          "partial": 1.0,
+          "wall_s": 0.0,
+          "tokens_out": 34568,
+          "source": "results_ripple65b-dflash16_opencode_tasks.json"
+        },
+        "frontier": {
+          "tasks": 9,
+          "valid": 9,
+          "passed": 9,
+          "void": 0,
+          "partial": 1.0,
+          "wall_s": 3603.8,
+          "tokens_out": 38159,
+          "source": "results_ripple65b-dflash16_opencode_tasks_frontier.json"
+        },
+        "hard": {
+          "tasks": 5,
+          "valid": 5,
+          "passed": 5,
+          "void": 0,
+          "partial": 1.0,
+          "wall_s": 0.0,
+          "tokens_out": 15493,
+          "source": "results_ripple65b-dflash16_opencode_tasks_hard.json"
+        },
+        "tier4a": {
+          "tasks": 3,
+          "valid": 3,
+          "passed": 3,
+          "void": 0,
+          "partial": 1.0,
+          "wall_s": 529.5,
+          "tokens_out": 3681,
+          "source": "results_ripple65b-dflash16_opencode_tasks_tier4a.json"
+        }
+      },
+      "total_passed": 42,
+      "total_valid": 42,
+      "total_void": 0,
+      "total_wall_s": 4133.3,
+      "total_tokens_out": 91901
+    },
     {
       "label": "scout-iquality-proxy-oc2-r4",
       "group": "scout-iquality-proxy-oc2",
@@ -5881,52 +5934,6 @@
       "total_wall_s": 812.4,
       "total_tokens_out": 0
     },
-    {
-      "label": "solar-open2-148b-q4km-tier4a",
-      "group": "solar-open2-148b-q4km-tier4a",
-      "box": "gb10",
-      "model_path": "Solar-Open2-148B-REAP-Q4_K_M.gguf",
-      "suites": {
-        "tier4a": {
-          "tasks": 3,
-          "valid": 1,
-          "passed": 0,
-          "void": 2,
-          "partial": 0.2222,
-          "wall_s": 51.8,
-          "tokens_out": 33,
-          "source": "results_solar-open2-148b-q4km-tier4a_opencode_tasks_tier4a.json"
-        }
-      },
-      "total_passed": 0,
-      "total_valid": 1,
-      "total_void": 2,
-      "total_wall_s": 51.8,
-      "total_tokens_out": 33
-    },
-    {
-      "label": "solar-open2-148b-q4km-tier4a-parser2",
-      "group": "solar-open2-148b-q4km-tier4a-parser2",
-      "box": "gb10",
-      "model_path": "Solar-Open2-148B-REAP-Q4_K_M.gguf",
-      "suites": {
-        "tier4a": {
-          "tasks": 3,
-          "valid": 0,
-          "passed": 0,
-          "void": 3,
-          "partial": 0.0,
-          "wall_s": 3644.5,
-          "tokens_out": 0,
-          "source": "results_solar-open2-148b-q4km-tier4a-parser2_opencode_tasks_tier4a.json"
-        }
-      },
-      "total_passed": 0,
-      "total_valid": 0,
-      "total_void": 3,
-      "total_wall_s": 3644.5,
-      "total_tokens_out": 0
-    },
     {
       "label": "solar-open2-148b-q4km-tier4a-parser3",
       "group": "solar-open2-148b-q4km-tier4a-parser3",

results_full42.csv

@@ -38,6 +38,7 @@ ornith122-iquality-r2,ornith122-iquality,gb10,Ornith-1.5-122B-APEX-i-quality.ggu
 ornith35-apex-iquality,ornith35-apex-iquality,gb10,Ornith-1.5-35B-A3B-APEX-i-quality.gguf,25/25,5/5,9/9,3/3,42/42,0,42,1.15,211193,5028.4,50.84,1.0
 qwen38-27b-q4km,qwen38-27b-q4km,gb10,Qwen3.8-27B-Q4_K_M.gguf,25/25,5/5,9/9,3/3,42/42,0,42,2.71,93914,2236.0,9.64,1.0
 qwen38-flash-next-middle,qwen38-flash-next-middle,gb10,qwen3.8-flash-next-MIDDLE.gguf,24/24,5/5,9/9,3/3,41/41,1,41,4.24,244781,5970.3,16.06,1.0
+ripple65b-dflash16,ripple65b-dflash16,gb10,Ripple-65B-Preview.Q4_K_M.gguf,25/25,5/5,9/9,3/3,42/42,0,42,1.15,91901,2188.1,22.23,1.0
 scout-iquality-proxy-oc2-r4,scout-iquality-proxy-oc2,gb10,Llama-4-Scout-17B-16E-Instruct-APEX-i-quality.gguf,0/0,0/0,0/1,0/0,0/1,41,0,1.69,90,90.0,0.01,0.5004
 spark-x2.5-4b-bf16,spark-x2.5-4b-bf16,gb10,spark-x2.5-4b-BF16.gguf,22/22,3/3,4/4,3/3,32/32,10,32,14.54,574489,17952.8,10.97,1.0
 spark-x2.5-4b-q6_k,spark-x2.5-4b-q6_k,gb10,,22/22,3/3,2/2,3/3,30/30,12,30,6.64,387490,12916.3,16.21,1.0