diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 9d77675bd3..fbebd0ebd9 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -405,7 +405,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index c1aa949b2e..6fa9b8337a 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
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+    "https://modelscope.cn/models/iyangqing/st-image|2026-09-29T10:26:37+00:00|Cambricon_mlu-370-x8": {
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+    },
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+    },
+    "https://modelscope.cn/models/prithivMLmods/JetBrains-Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-08T18:58:43+00:00|hygon_k100-ai": {
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+    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Ascend_910-b3": {
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+    },
+    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Ascend_910-b4": {
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@@ -5255,6 +5214,13 @@
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+    "https://modelscope.cn/models/prithivMLmods/Tev1-4B-experimental-GGUF|2026-09-24T18:27:47+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-10-09T02:57:54.490825+00:00"
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@@ -5355,6 +5321,30 @@
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+    "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T03:07:49.863428+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Ascend_910-b4": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T03:07:49.771778+00:00"
+    },
+    "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Cambricon_mlu-370-x8": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-09T03:07:51.098883+00:00"
+    },
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@@ -5378,6 +5368,13 @@
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+    "https://modelscope.cn/models/ukisai/Swift-Bonsai-2-GGUF|2026-09-24T18:49:46+00:00|Mthreads_s4000": {
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+    },
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-      "updatedAt": "2026-10-09T03:03:12.553762+00:00"
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+    },
+    "https://modelscope.cn/models/vllm-sr/qwen3_mmlu_math-reasoner_no_leakage_r32|2026-10-08T03:47:27+00:00|hygon_k100-ai": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
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     "https://modelscope.cn/models/voconly/Qwen3-ASR-1.7B-gguf|2026-08-26T04:39:32+00:00|Cambricon_mlu-370-x8": {
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@@ -5444,7 +5417,7 @@
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-      "updatedAt": "2026-10-09T02:57:59.520820+00:00"
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-      "updatedAt": "2026-10-09T02:57:59.254889+00:00"
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@@ -5490,7 +5463,7 @@
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-      "updatedAt": "2026-10-09T02:57:59.542112+00:00"
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     "https://modelscope.cn/models/voconly/cohere-transcribe-03-2026-gguf|2026-08-26T04:39:19+00:00|Kunlunxin_p-800": {
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@@ -5518,7 +5491,7 @@
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-      "updatedAt": "2026-10-09T02:57:59.522158+00:00"
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     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Iluvatar_mrv-100": {
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@@ -5527,7 +5500,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-09T02:57:59.255141+00:00"
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     "https://modelscope.cn/models/voconly/nemotron-3.5-asr-streaming-0.6b-gguf|2026-08-26T04:39:25+00:00|Kunlunxin_p-800": {
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@@ -5555,7 +5528,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-09T02:57:59.513372+00:00"
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     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Iluvatar_mrv-100": {
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@@ -5564,7 +5537,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-09T02:57:59.254669+00:00"
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     "https://modelscope.cn/models/voconly/parakeet-unified-en-0.6b-gguf|2026-08-26T04:39:36+00:00|Kunlunxin_p-800": {
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@@ -5592,7 +5565,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-09T02:57:59.517207+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Iluvatar_mrv-100": {
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@@ -5601,7 +5574,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-09T02:57:59.254362+00:00"
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     "https://modelscope.cn/models/voconly/whisper-large-v3-turbo-gguf|2026-08-26T04:39:43+00:00|Kunlunxin_p-800": {
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@@ -5635,7 +5608,7 @@
         "text-to-image-generation",
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     "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Ascend_910-b4": {
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@@ -5643,7 +5616,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-09T02:57:50.262262+00:00"
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     "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Cambricon_mlu-370-x8": {
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@@ -5651,7 +5624,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-10-09T02:57:50.519397+00:00"
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     "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Iluvatar_mrv-100": {
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@@ -5681,7 +5654,7 @@
         "text-generation",
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-      "updatedAt": "2026-10-09T02:57:50.190142+00:00"
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     "https://modelscope.cn/models/wufubaoa/Nlp_Polylm_Assistant_13B_Text_Generation-15B-GGUF|2026-09-19T02:53:32+00:00|Vastai_va16": {
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@@ -5703,7 +5676,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Iluvatar_mrv-100": {
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@@ -5712,7 +5685,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-09T02:57:59.559585+00:00"
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2-GGUF|2026-08-25T14:22:45+00:00|Kunlunxin_p-800": {
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@@ -6433,6 +6406,6 @@
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-  "taskTreeUpdatedAt": "2026-10-09T03:00:52.755485+00:00",
+  "taskTreeUpdatedAt": "2026-10-09T03:07:40.859000+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 0ce2b035c1..9859c41db0 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3301,6 +3301,7 @@
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diff --git a/manifest.json b/manifest.json
index 60d1a65357..992d6f351a 100644
--- a/manifest.json
+++ b/manifest.json
@@ -4,22 +4,22 @@
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+    ".modelhub_state/market_intelligence.json": "dd8c74cc04396825e83eb238f80fbb2f0c698231cc722f8651bfe12ae7a0a623",
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-    ".modelhub_state/recovery_intents.jsonl": "a34f43107bfe8d68f84d49667a446c1b9a4400f8047f15fe472280e5810b1953",
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-  "phase": "cycle",
+  "generation": 22443,
+  "phase": "intent",
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-  "updatedAt": "2026-10-09T03:04:06.564679+00:00",
+  "updatedAt": "2026-10-09T03:08:01.876534+00:00",
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 }