diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index ce8ba568b7..71bf5a5dc2 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index d739dcdd57..8027959132 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 2c1747063a..98a5fabcec 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
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@@ -666,6 +788,14 @@
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-    "https://modelscope.cn/models/JANGQ-AI/MiniMax-M2.7-JANGTQ4|2026-10-21T15:57:28+00:00|Ascend_910-b3": {
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-      "updatedAt": "2026-10-25T12:03:34.913962+00:00"
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+    "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|hygon_k100-ai": {
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@@ -1338,6 +1474,12 @@
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+    },
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@@ -1384,6 +1532,14 @@
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+    "https://modelscope.cn/models/RecursiveSI/flint-int4|2026-10-22T01:37:07+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-25T12:13:34.911912+00:00"
+    },
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@@ -1400,6 +1556,12 @@
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       "updatedAt": "2026-10-25T12:05:04.243615+00:00"
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+    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Biren_166m": {
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+    },
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@@ -1426,6 +1588,14 @@
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+    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-25T12:13:34.276568+00:00"
+    },
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@@ -1442,6 +1612,12 @@
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       "updatedAt": "2026-10-25T12:05:04.046324+00:00"
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+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T12:13:34.220414+00:00"
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@@ -1468,6 +1644,14 @@
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       "updatedAt": "2026-10-25T12:07:02.630290+00:00"
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+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-25T12:13:34.276591+00:00"
+    },
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@@ -1484,6 +1668,12 @@
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       "updatedAt": "2026-10-25T12:05:04.263531+00:00"
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+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|Biren_166m": {
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+    },
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@@ -1510,6 +1700,14 @@
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       "updatedAt": "2026-10-25T12:07:02.717648+00:00"
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+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|hygon_k100-ai": {
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+      "updatedAt": "2026-10-25T12:13:34.343271+00:00"
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     "https://modelscope.cn/models/XHToken/Spark-X2.6-4B-FP8|2026-10-21T08:44:09+00:00|Ascend_910-b3": {
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@@ -1636,6 +1834,12 @@
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       "updatedAt": "2026-10-25T12:05:01.801012+00:00"
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+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T12:13:33.801870+00:00"
+    },
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@@ -1662,6 +1866,14 @@
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       "updatedAt": "2026-10-25T12:07:02.244220+00:00"
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+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|hygon_k100-ai": {
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+    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-24T14:43:12+00:00|Ascend_910-b3": {
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@@ -1678,6 +1890,12 @@
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       "updatedAt": "2026-10-25T12:05:01.793958+00:00"
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+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-24T14:43:12+00:00|Biren_166m": {
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+    },
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@@ -1704,6 +1922,14 @@
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       "updatedAt": "2026-10-25T12:07:02.244554+00:00"
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+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-24T14:43:12+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
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+    },
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@@ -1720,6 +1946,12 @@
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       "updatedAt": "2026-10-25T12:05:06.555031+00:00"
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+    },
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@@ -1746,6 +1978,14 @@
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       "updatedAt": "2026-10-25T12:07:03.173249+00:00"
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+    "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T12:13:34.787796+00:00"
+    },
     "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|Ascend_910-b3": {
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@@ -1762,6 +2002,12 @@
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       "updatedAt": "2026-10-25T12:05:02.518213+00:00"
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+    "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T12:13:33.918897+00:00"
+    },
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@@ -1788,6 +2034,14 @@
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       "updatedAt": "2026-10-25T12:07:02.364739+00:00"
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+    "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|hygon_k100-ai": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T12:13:33.976883+00:00"
+    },
     "https://modelscope.cn/models/bartowski/Spark-X2.6-4B-GGUF|2026-10-21T06:20:13+00:00|Ascend_910-b3": {
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-    "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit|2026-10-21T15:40:57+00:00|Iluvatar_bi-100": {
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-    "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit|2026-10-21T15:40:57+00:00|Sunrise_pt-200-x1": {
+    "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-8bit|2026-10-21T16:21:36+00:00|Biren_166m": {
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-    "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-4bit|2026-10-21T14:41:08+00:00|Iluvatar_bi-100": {
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-    "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-4bit|2026-10-21T14:41:08+00:00|Kunlunxin_p-800": {
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-    "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-4bit|2026-10-21T14:41:08+00:00|Vastai_va16": {
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-      ],
-      "updatedAt": "2026-10-25T12:03:45.404106+00:00"
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@@ -1904,6 +2110,14 @@
       ],
       "updatedAt": "2026-10-25T12:07:04.616685+00:00"
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+    "https://modelscope.cn/models/cyankiwi/AgentCPM-Report-AWQ-8bit|2026-10-21T16:21:36+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T12:13:36.056863+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit|2026-10-21T16:19:53+00:00|Iluvatar_bi-100": {
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@@ -1918,6 +2132,14 @@
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       "updatedAt": "2026-10-25T12:07:04.650967+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit|2026-10-21T16:19:53+00:00|hygon_k100-ai": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T12:13:36.092490+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Ascend_910-b4": {
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@@ -1926,6 +2148,12 @@
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       "updatedAt": "2026-10-25T12:05:13.189251+00:00"
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+    "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Biren_166m": {
+      "taskTypes": [
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+      ],
+      "updatedAt": "2026-10-25T12:13:35.444675+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Iluvatar_bi-100": {
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@@ -1952,6 +2180,14 @@
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       "updatedAt": "2026-10-25T12:07:03.926454+00:00"
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+    "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T12:13:35.520381+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/DASD-4B-Thinking-AWQ-4bit|2026-10-21T16:25:00+00:00|Sunrise_pt-200-x1": {
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@@ -1964,75 +2200,13 @@
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-    "https://modelscope.cn/models/cyankiwi/DASD-4B-Thinking-AWQ-8bit|2026-10-21T15:03:47+00:00|Ascend_910-b3": {
+    "https://modelscope.cn/models/cyankiwi/DASD-4B-Thinking-AWQ-4bit|2026-10-21T16:25:00+00:00|hygon_k100-ai": {
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+    "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-8bit|2026-10-21T16:31:43+00:00|hygon_k100-ai": {
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+    },
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+    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|hygon_k100-ai": {
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+    },
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@@ -2202,6 +2384,14 @@
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       "updatedAt": "2026-10-25T12:07:04.338816+00:00"
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+    "https://modelscope.cn/models/cyankiwi/GLM-4.7-AWQ-4bit|2026-10-21T16:51:46+00:00|hygon_k100-ai": {
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+    },
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@@ -2406,6 +2572,12 @@
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       "updatedAt": "2026-10-25T12:03:48.300843+00:00"
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+    },
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@@ -2418,6 +2590,14 @@
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       "updatedAt": "2026-10-25T12:07:03.866557+00:00"
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+    "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-4bit|2026-10-21T17:15:17+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T12:13:35.345742+00:00"
+    },
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@@ -2434,6 +2614,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-8bit|2026-10-21T16:52:19+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T12:13:35.754609+00:00"
+    },
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@@ -2460,6 +2646,14 @@
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       "updatedAt": "2026-10-25T12:07:04.291113+00:00"
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+    "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-8bit|2026-10-21T16:52:19+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T12:13:35.815097+00:00"
+    },
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+    "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit|2026-10-21T16:19:52+00:00|Biren_166m": {
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@@ -2534,6 +2692,12 @@
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     },
+    "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit|2026-10-21T19:49:11+00:00|Biren_166m": {
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+      ],
+      "updatedAt": "2026-10-25T12:13:34.861668+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit|2026-10-21T19:49:11+00:00|Iluvatar_bi-100": {
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@@ -2560,6 +2724,14 @@
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       "updatedAt": "2026-10-25T12:07:03.296517+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit|2026-10-21T19:49:11+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T12:13:34.918481+00:00"
+    },
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@@ -2572,46 +2744,6 @@
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@@ -2822,6 +2954,20 @@
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T12:13:33.848661+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Llama-3_3-Nemotron-Super-49B-v1_5-AWQ-4bit|2026-10-21T16:17:19+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T12:13:36.094598+00:00"
+    },
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@@ -2850,6 +2996,12 @@
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       "updatedAt": "2026-10-25T12:05:08.701861+00:00"
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+      "updatedAt": "2026-10-25T12:13:35.023804+00:00"
+    },
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@@ -2868,6 +3020,14 @@
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       "updatedAt": "2026-10-25T12:07:03.494904+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiMo-V2-Flash-AWQ-4bit|2026-10-21T18:58:16+00:00|hygon_k100-ai": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T12:13:35.077423+00:00"
+    },
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@@ -3006,6 +3078,12 @@
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       "updatedAt": "2026-10-25T12:05:19.426878+00:00"
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit|2026-10-21T16:25:01+00:00|Biren_166m": {
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+        "text-generation"
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+      "updatedAt": "2026-10-25T12:13:35.954710+00:00"
+    },
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@@ -3024,27 +3102,13 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit|2026-10-21T16:25:01+00:00|hygon_k100-ai": {
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-      "updatedAt": "2026-10-25T12:03:36.819737+00:00"
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@@ -3072,6 +3136,14 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-AWQ-4bit|2026-10-21T16:56:38+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T12:13:35.627908+00:00"
+    },
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@@ -3088,6 +3160,12 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-REAP-139B-A10B-AWQ-4bit|2026-10-21T17:12:30+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T12:13:35.379146+00:00"
+    },
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@@ -3108,6 +3186,14 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-REAP-139B-A10B-AWQ-4bit|2026-10-21T17:12:30+00:00|hygon_k100-ai": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T12:13:35.444610+00:00"
+    },
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@@ -3124,6 +3210,12 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T12:13:34.861788+00:00"
+    },
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@@ -3150,6 +3242,14 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|hygon_k100-ai": {
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+        "visual-multi-modal"
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+    },
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@@ -3176,40 +3276,6 @@
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@@ -3612,6 +3670,14 @@
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+    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|hygon_k100-ai": {
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@@ -3674,12 +3716,24 @@
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+    "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit|2026-10-21T16:38:24+00:00|Biren_166m": {
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@@ -3692,24 +3746,30 @@
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@@ -4466,6 +4282,20 @@
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+      "updatedAt": "2026-10-25T12:13:35.023768+00:00"
+    },
+    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T12:01:13+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T12:13:34.053056+00:00"
+    },
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@@ -4486,6 +4316,14 @@
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+    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T12:01:13+00:00|hygon_k100-ai": {
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+    },
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@@ -4520,6 +4358,14 @@
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+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|hygon_k100-ai": {
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+    },
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@@ -4536,6 +4382,12 @@
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+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|Biren_166m": {
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+    },
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@@ -4562,6 +4414,14 @@
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+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|hygon_k100-ai": {
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+    },
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@@ -4626,6 +4486,12 @@
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       "updatedAt": "2026-10-25T12:05:06.692724+00:00"
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+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T12:13:34.861620+00:00"
+    },
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@@ -4652,6 +4518,14 @@
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+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|hygon_k100-ai": {
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@@ -4752,6 +4626,12 @@
       ],
       "updatedAt": "2026-10-25T12:05:06.235391+00:00"
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+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T12:13:34.729154+00:00"
+    },
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@@ -4778,6 +4658,14 @@
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       "updatedAt": "2026-10-25T12:07:03.165355+00:00"
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+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|hygon_k100-ai": {
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+    },
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@@ -4794,6 +4682,12 @@
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+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Biren_166m": {
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+    },
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@@ -4820,6 +4714,14 @@
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+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|hygon_k100-ai": {
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+    },
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@@ -4828,6 +4730,12 @@
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+    "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Biren_166m": {
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+    },
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@@ -4870,6 +4778,12 @@
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+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T12:13:34.597428+00:00"
+    },
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@@ -4896,6 +4810,14 @@
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+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|hygon_k100-ai": {
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+    },
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@@ -4912,6 +4834,12 @@
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+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Biren_166m": {
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+    },
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@@ -4938,6 +4866,14 @@
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       "updatedAt": "2026-10-25T12:07:02.834165+00:00"
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+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|hygon_k100-ai": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T12:13:34.480892+00:00"
+    },
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@@ -5016,6 +4952,12 @@
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       "updatedAt": "2026-10-25T12:05:02.555792+00:00"
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|Biren_166m": {
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+      "updatedAt": "2026-10-25T12:13:33.918925+00:00"
+    },
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@@ -5042,6 +4984,14 @@
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       "updatedAt": "2026-10-25T12:07:02.365026+00:00"
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+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T12:13:33.976807+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|Ascend_910-b3": {
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@@ -5058,6 +5008,12 @@
       ],
       "updatedAt": "2026-10-25T12:05:02.863671+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T12:13:34.053032+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|Iluvatar_bi-100": {
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         "text-generation",
@@ -5084,6 +5040,14 @@
       ],
       "updatedAt": "2026-10-25T12:07:02.484998+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T12:13:34.110603+00:00"
+    },
     "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Ascend_910-b3": {
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@@ -5100,6 +5064,12 @@
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       "updatedAt": "2026-10-25T12:05:02.218576+00:00"
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+    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Biren_166m": {
+      "taskTypes": [
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+      ],
+      "updatedAt": "2026-10-25T12:13:33.918877+00:00"
+    },
     "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Iluvatar_bi-100": {
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@@ -5126,6 +5096,14 @@
       ],
       "updatedAt": "2026-10-25T12:07:02.364375+00:00"
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+    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T12:13:33.976856+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Ascend_910-b3": {
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@@ -5142,6 +5120,12 @@
       ],
       "updatedAt": "2026-10-25T12:05:05.862594+00:00"
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+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T12:13:34.597205+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Iluvatar_bi-100": {
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@@ -5168,6 +5152,14 @@
       ],
       "updatedAt": "2026-10-25T12:07:03.055234+00:00"
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+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T12:13:34.658023+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b3": {
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@@ -5184,6 +5176,12 @@
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       "updatedAt": "2026-10-25T12:05:05.855771+00:00"
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+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T12:13:34.597016+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Iluvatar_bi-100": {
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@@ -5210,6 +5208,14 @@
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       "updatedAt": "2026-10-25T12:07:03.055010+00:00"
     },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T12:13:34.658069+00:00"
+    },
     "https://modelscope.cn/models/ustcliusaisai/DeepSeek-V4.1-Flash-1017-GSQ-RCO-IQ2_XXS-Strata|2026-10-24T11:36:54+00:00|Ascend_910-b3": {
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@@ -5226,6 +5232,12 @@
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       "updatedAt": "2026-10-25T12:05:03.759327+00:00"
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+    "https://modelscope.cn/models/ustcliusaisai/DeepSeek-V4.1-Flash-1017-GSQ-RCO-IQ2_XXS-Strata|2026-10-24T11:36:54+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T12:13:34.110806+00:00"
+    },
     "https://modelscope.cn/models/ustcliusaisai/DeepSeek-V4.1-Flash-1017-GSQ-RCO-IQ2_XXS-Strata|2026-10-24T11:36:54+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -5252,6 +5264,14 @@
       ],
       "updatedAt": "2026-10-25T12:07:02.559352+00:00"
     },
+    "https://modelscope.cn/models/ustcliusaisai/DeepSeek-V4.1-Flash-1017-GSQ-RCO-IQ2_XXS-Strata|2026-10-24T11:36:54+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T12:13:34.220393+00:00"
+    },
     "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-25T11:26:46+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
@@ -5265,6 +5285,14 @@
         "text-generation"
       ],
       "updatedAt": "2026-10-25T12:08:41.552556+00:00"
+    },
+    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-25T11:26:46+00:00|hygon_k100-ai": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T12:13:33.757424+00:00"
     }
   },
   "taskTree": [
@@ -5947,6 +5975,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T12:11:56.061596+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T12:13:32.889318+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 5c0b712d06..62fd722bd1 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3830,6 +3830,18 @@
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diff --git a/manifest.json b/manifest.json
index 0b3fccd70e..cf09d4290f 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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   "checksums": {
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-    ".modelhub_state/architecture_compatibility_blacklist.json": "bae5e21244cd41457cd1be04b0e03b68ef1aa9f6127d8407e1b3171084fbca86",
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+    ".modelhub_state/market_intelligence.json": "869e47d0d994860562688437c5c5037376e2377435491787644c9edbd11084b8",
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-  "generation": 36264,
-  "phase": "cycle",
+  "generation": 36265,
+  "phase": "intent",
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-  "updatedAt": "2026-10-25T12:12:01.574119+00:00",
+  "updatedAt": "2026-10-25T12:13:36.499997+00:00",
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 }