diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index c04147a801..e640253aad 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -487,7 +487,7 @@
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     }
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index b9ac159149..93d266ab32 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-22T22:09:50.960605+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 1fd9d06396..09316c8df6 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-22T22:09:50.960605+00:00",
+  "catalogUpdatedAt": "2026-10-22T22:13:03.037879+00:00",
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@@ -56,7 +56,7 @@
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+  "generatedAt": "2026-10-22T22:13:21.368313+00:00",
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-      "updatedAt": "2026-10-22T21:04:29.530624+00:00"
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+      "taskTypes": [
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+      ],
+      "updatedAt": "2026-10-22T22:13:03.467069+00:00"
+    },
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-      "updatedAt": "2026-10-22T21:04:30.693195+00:00"
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T21:04:30.634715+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Cambricon_mlu-370-x4": {
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-      "updatedAt": "2026-10-22T21:04:30.636731+00:00"
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+      ],
+      "updatedAt": "2026-10-22T22:13:11.872452+00:00"
+    },
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-      "updatedAt": "2026-10-22T21:04:30.577740+00:00"
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+      ],
+      "updatedAt": "2026-10-22T22:13:11.472913+00:00"
+    },
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+      ],
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+    },
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-      "updatedAt": "2026-10-22T21:04:29.821444+00:00"
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-        "text-to-image-generation",
-        "visual-multi-modal"
+        "text-generation"
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-      "updatedAt": "2026-10-22T21:04:29.754862+00:00"
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|hygon_k100-ai": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-22T21:04:29.822651+00:00"
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-    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-22T12:45:12+00:00|hygon_k100-ai": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
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-    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-22T14:22:58+00:00|Cambricon_mlu-370-x4": {
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-      "updatedAt": "2026-10-22T21:04:29.687683+00:00"
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-    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-22T14:22:58+00:00|hygon_k100-ai": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Cambricon_mlu-370-x4": {
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Ascend_910-b4": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-22T21:04:29.614261+00:00"
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     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Kunlunxin_p-800": {
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@@ -5561,6 +5380,12 @@
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       "updatedAt": "2026-10-22T21:20:05.111206+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-22T22:13:04.177671+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-22T14:19:59+00:00|hygon_k100-ai": {
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@@ -5577,13 +5402,13 @@
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-    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Cambricon_mlu-370-x4": {
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-22T21:04:29.987586+00:00"
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     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Kunlunxin_p-800": {
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@@ -5591,13 +5416,11 @@
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     },
-    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|hygon_k100-ai": {
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Vastai_va16": {
       "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
+        "text-generation"
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-      "updatedAt": "2026-10-22T21:04:29.934840+00:00"
+      "updatedAt": "2026-10-22T22:13:05.863818+00:00"
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     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b3": {
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@@ -5607,13 +5430,13 @@
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Cambricon_mlu-370-x4": {
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b4": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-22T21:04:29.987532+00:00"
+      "updatedAt": "2026-10-22T22:13:05.653207+00:00"
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     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Kunlunxin_p-800": {
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@@ -5621,13 +5444,11 @@
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     },
-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|hygon_k100-ai": {
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Vastai_va16": {
       "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
+        "text-generation"
       ],
-      "updatedAt": "2026-10-22T21:04:29.934594+00:00"
+      "updatedAt": "2026-10-22T22:13:05.683145+00:00"
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     "https://modelscope.cn/models/zhuanglin/ComfyUI-Workflow-Suite|2026-10-20T09:51:22+00:00|Ascend_910-b3": {
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@@ -6354,6 +6175,6 @@
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-  "taskTreeUpdatedAt": "2026-10-22T22:09:50.960605+00:00",
+  "taskTreeUpdatedAt": "2026-10-22T22:13:03.037879+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index fe1061878a..99b2841689 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3726,6 +3726,18 @@
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diff --git a/manifest.json b/manifest.json
index 79fdd9d342..e67c358ea5 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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+    ".modelhub_state/recovery_intents.jsonl": "6655d1eb21f3e889dd11ce6cb0d2fdc83b3488dab3c0c7dd0d6f97083940c2b5",
     ".modelhub_state/routing_intelligence.json": "c7cacb184d4eec2ba02c63ca5e31754cb64e707230d39f7c4bc48f121234f05c",
     ".modelhub_state/submission_exclusions.jsonl": "e2677e09d968a0c44c65d7c030b9c8ea2c9d39dc378ce302c2a309ab54d600d9",
     ".modelhub_state/worker_crashes.jsonl": "50e3ab320d986c635b0d4cb9b1de107b33f9ab8864ff5aa9ca00e1b4af9f30cc",
     "ledger/submissions.jsonl": "75058d9dcbd73536cfdc1dca6b376fd788ac11a297d305cdfea88ddebf0cbadf",
-    "outcomes/submissions.jsonl": "39502dcad479efc5e5a1855fd6f21fec3c9a84a1ac00df86a59183f911cf415c"
+    "outcomes/submissions.jsonl": "9fc96deb403ce6414c85ea7880c18540853ef5fb7fe0f5335525c6c725af56cc"
   },
-  "generation": 30204,
-  "phase": "cycle",
+  "generation": 30205,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-22T22:11:31.503449+00:00",
+  "updatedAt": "2026-10-22T22:13:22.514078+00:00",
   "writerId": "a94e2cbdfb3d4160878859cdc87771b0"
 }
diff --git a/outcomes/submissions.jsonl b/outcomes/submissions.jsonl
index c723a45404..716d34660d 100644
--- a/outcomes/submissions.jsonl
+++ b/outcomes/submissions.jsonl
@@ -1085,7 +1085,7 @@
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