From 38004ca12e8bd5a7b28c133953c9c279a0f64505 Mon Sep 17 00:00:00 2001
From: CoolBoy <2269097679@qq.com>
Date: Sun, 13 Sep 2026 12:39:15 +0000
Subject: [PATCH] state: generation 6714 (intent)

---
 .../architecture_compatibility_blacklist.json |    2 +-
 .modelhub_state/market_intelligence.json      |    2 +-
 .modelhub_state/official_capabilities.json    | 1506 ++++++++---------
 .modelhub_state/recovery_intents.jsonl        |    1 +
 manifest.json                                 |   14 +-
 5 files changed, 763 insertions(+), 762 deletions(-)

diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index e9c643b60..c51507731 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1475,7 +1475,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-13T12:37:35.388575+00:00",
+  "generatedAt": "2026-09-13T12:37:38.223724+00:00",
   "summary": {
     "activeBlockCount": 74,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index a352a3e24..58d1cbeba 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-13T12:35:50.549500+00:00",
+  "generatedAt": "2026-09-13T12:37:38.230516+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index afa30a391..71ca080af 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-13T12:35:50.549500+00:00",
+  "catalogUpdatedAt": "2026-09-13T12:37:38.230516+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -55,7 +55,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-09-13T12:37:24.649923+00:00",
+  "generatedAt": "2026-09-13T12:39:14.484181+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -154,7 +154,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:02.592632+00:00"
+      "updatedAt": "2026-09-13T12:38:47.210474+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -162,7 +162,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:18.700719+00:00"
+      "updatedAt": "2026-09-13T12:39:07.262352+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -170,7 +170,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:18.643322+00:00"
+      "updatedAt": "2026-09-13T12:39:07.204755+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -179,20 +179,20 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:18.726568+00:00"
+      "updatedAt": "2026-09-13T12:39:07.294304+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-13T12:37:18.802681+00:00"
+      "updatedAt": "2026-09-13T12:39:07.377720+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:18.762106+00:00"
+      "updatedAt": "2026-09-13T12:39:07.350675+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -200,14 +200,14 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:18.671888+00:00"
+      "updatedAt": "2026-09-13T12:39:07.233274+00:00"
     },
     "https://modelscope.cn/models/BAAI/AREX-Turbo|2026-08-11T14:42:47+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:21.850489+00:00"
+      "updatedAt": "2026-09-13T12:39:11.443272+00:00"
     },
     "https://modelscope.cn/models/BAAI/AREX-Turbo|2026-08-11T14:42:47+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -215,7 +215,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:21.806753+00:00"
+      "updatedAt": "2026-09-13T12:39:11.413826+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -223,7 +223,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:12.968602+00:00"
+      "updatedAt": "2026-09-13T12:38:58.057278+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -231,7 +231,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:12.590243+00:00"
+      "updatedAt": "2026-09-13T12:38:57.991401+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -240,20 +240,20 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:13.026128+00:00"
+      "updatedAt": "2026-09-13T12:38:58.085779+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-13T12:37:13.155135+00:00"
+      "updatedAt": "2026-09-13T12:38:58.144316+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:13.074827+00:00"
+      "updatedAt": "2026-09-13T12:38:58.118196+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -261,19 +261,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:12.676892+00:00"
+      "updatedAt": "2026-09-13T12:38:58.024004+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/Saxo.Linkbricks-Horizon-AI-Korean-Superb-22B-GGUF|2026-08-17T20:14:56+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-13T12:37:10.226897+00:00"
+      "updatedAt": "2026-09-13T12:38:54.719543+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/Saxo.Linkbricks-Horizon-AI-Korean-Superb-22B-GGUF|2026-08-17T20:14:56+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-13T12:37:10.265090+00:00"
+      "updatedAt": "2026-09-13T12:38:54.759006+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -281,7 +281,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:13.019813+00:00"
+      "updatedAt": "2026-09-13T12:38:58.511902+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -289,7 +289,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:12.695997+00:00"
+      "updatedAt": "2026-09-13T12:38:58.223341+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -298,20 +298,20 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:13.090464+00:00"
+      "updatedAt": "2026-09-13T12:38:58.548268+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-13T12:37:13.252912+00:00"
+      "updatedAt": "2026-09-13T12:38:58.636069+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:13.175480+00:00"
+      "updatedAt": "2026-09-13T12:38:58.598520+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -319,7 +319,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:12.980120+00:00"
+      "updatedAt": "2026-09-13T12:38:58.328902+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/GLM-5-w4a8|2026-08-10T13:55:03+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -327,7 +327,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:24.266683+00:00"
+      "updatedAt": "2026-09-13T12:39:13.853160+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/GLM-5-w4a8|2026-08-10T13:55:03+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -335,7 +335,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:24.202704+00:00"
+      "updatedAt": "2026-09-13T12:39:13.767230+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/GLM-5-w4a8|2026-08-10T13:55:03+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -344,20 +344,20 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:24.298668+00:00"
+      "updatedAt": "2026-09-13T12:39:13.883667+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/GLM-5-w4a8|2026-08-10T13:55:03+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-13T12:37:24.371058+00:00"
+      "updatedAt": "2026-09-13T12:39:13.950086+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/GLM-5-w4a8|2026-08-10T13:55:03+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:24.333001+00:00"
+      "updatedAt": "2026-09-13T12:39:13.917368+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/GLM-5-w4a8|2026-08-10T13:55:03+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -365,7 +365,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:24.236098+00:00"
+      "updatedAt": "2026-09-13T12:39:13.800768+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/GLM-5.1-w4a8|2026-08-10T13:58:27+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -373,20 +373,20 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:23.930598+00:00"
+      "updatedAt": "2026-09-13T12:39:13.625569+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/GLM-5.1-w4a8|2026-08-10T13:58:27+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-13T12:37:24.001347+00:00"
+      "updatedAt": "2026-09-13T12:39:13.688876+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/GLM-5.1-w4a8|2026-08-10T13:58:27+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:23.962346+00:00"
+      "updatedAt": "2026-09-13T12:39:13.655322+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/GLM-5.2-w8a8|2026-08-10T14:00:58+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -394,20 +394,20 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:23.766465+00:00"
+      "updatedAt": "2026-09-13T12:39:13.334084+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/GLM-5.2-w8a8|2026-08-10T14:00:58+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-13T12:37:23.826231+00:00"
+      "updatedAt": "2026-09-13T12:39:13.399464+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/GLM-5.2-w8a8|2026-08-10T14:00:58+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:23.797591+00:00"
+      "updatedAt": "2026-09-13T12:39:13.368255+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -415,7 +415,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:14.691714+00:00"
+      "updatedAt": "2026-09-13T12:39:00.498931+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -423,7 +423,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:14.615223+00:00"
+      "updatedAt": "2026-09-13T12:39:00.429020+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
@@ -432,20 +432,20 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:14.722445+00:00"
+      "updatedAt": "2026-09-13T12:39:00.527737+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-13T12:37:14.792076+00:00"
+      "updatedAt": "2026-09-13T12:39:00.599725+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:14.760418+00:00"
+      "updatedAt": "2026-09-13T12:39:00.566151+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/Qwen3.8-2.4T-A95B-w8a8|2026-08-14T14:35:35+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -453,7 +453,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:14.655011+00:00"
+      "updatedAt": "2026-09-13T12:39:00.467056+00:00"
     },
     "https://modelscope.cn/models/FINAL-Bench/Darwin-31B-Opus|2026-08-11T14:16:48+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -461,14 +461,14 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:22.121005+00:00"
+      "updatedAt": "2026-09-13T12:39:11.651239+00:00"
     },
     "https://modelscope.cn/models/FINAL-Bench/Darwin-31B-Opus|2026-08-11T14:16:48+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:22.149432+00:00"
+      "updatedAt": "2026-09-13T12:39:11.683871+00:00"
     },
     "https://modelscope.cn/models/Inferact/Qwen3.8-2.4T-A95B-MXFP4|2026-08-14T12:42:20+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -476,7 +476,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:15.512103+00:00"
+      "updatedAt": "2026-09-13T12:39:01.586921+00:00"
     },
     "https://modelscope.cn/models/Inferact/Qwen3.8-2.4T-A95B-MXFP4|2026-08-14T12:42:20+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -484,7 +484,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:15.438533+00:00"
+      "updatedAt": "2026-09-13T12:39:01.444859+00:00"
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@@ -5773,7 +5773,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-13T12:37:09.284375+00:00"
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Ascend_910-b4": {
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@@ -5781,7 +5781,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:09.220110+00:00"
+      "updatedAt": "2026-09-13T12:38:53.728961+00:00"
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Iluvatar_mrv-100": {
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@@ -5790,20 +5790,20 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:09.330195+00:00"
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-13T12:37:09.422675+00:00"
+      "updatedAt": "2026-09-13T12:38:53.956212+00:00"
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:09.379695+00:00"
+      "updatedAt": "2026-09-13T12:38:53.890717+00:00"
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     "https://modelscope.cn/models/z-lab/Qwen3.8-27B-DFlash2|2026-08-19T05:41:00+00:00|hygon_k100-ai": {
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@@ -5811,7 +5811,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-13T12:37:09.251164+00:00"
+      "updatedAt": "2026-09-13T12:38:53.767587+00:00"
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     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b3": {
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@@ -5819,7 +5819,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-13T12:37:13.946001+00:00"
+      "updatedAt": "2026-09-13T12:38:59.611911+00:00"
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     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Ascend_910-b4": {
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@@ -5827,7 +5827,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-13T12:37:13.868222+00:00"
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     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Iluvatar_mrv-100": {
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@@ -5836,20 +5836,20 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-13T12:37:13.979266+00:00"
+      "updatedAt": "2026-09-13T12:38:59.668199+00:00"
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     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Kunlunxin_p-800": {
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         "text-generation"
       ],
-      "updatedAt": "2026-09-13T12:37:14.045712+00:00"
+      "updatedAt": "2026-09-13T12:38:59.737923+00:00"
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     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Mthreads_s4000": {
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         "text-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-13T12:37:14.018250+00:00"
+      "updatedAt": "2026-09-13T12:38:59.707294+00:00"
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     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|hygon_k100-ai": {
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@@ -5857,7 +5857,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-13T12:37:13.909370+00:00"
+      "updatedAt": "2026-09-13T12:38:59.556687+00:00"
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   "taskTree": [
@@ -6528,6 +6528,6 @@
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-  "taskTreeUpdatedAt": "2026-09-13T12:35:50.549500+00:00",
+  "taskTreeUpdatedAt": "2026-09-13T12:37:38.230516+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index cfa25d579..004cbe2e8 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -718,6 +718,7 @@
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 {"batchId": "9e6a1f526fb04501aa7f550cc49f1407", "completedAt": "2026-09-13T10:16:19.691013+00:00", "configFingerprint": "1557c77dfe4d3dc1a68ae6b8349e7d094da7eec7752d29442a9d6d27e5f13121", "configSource": "modelhub_live", "createdAt": "2026-09-13T10:16:11.657494+00:00", "framework": "vllm", "intentId": "6569e532bda1461a8a111716e35090f8", "lastModified": "2026-09-04T07:05:18+00:00", "modelAddress": "https://modelscope.cn/models/XHToken/Spark-X2.5-4B-INT8", "reason": null, "reconciledAt": "2026-09-13T12:32:04.453609+00:00", "repoId": "XHToken/Spark-X2.5-4B-INT8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Sunrise_pt-200-x1", "taskId": "4824251", "taskType": "text-generation"}
 {"batchId": "bf455b91f89142ef8f8904ab621e1033", "completedAt": "2026-09-13T12:09:27.439030+00:00", "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configSource": "modelhub_live", "createdAt": "2026-09-13T12:09:14.647471+00:00", "framework": "vllm_fix_tokenizer", "intentId": "a8ef73dce3b9478da9cdd9450f6ed391", "lastModified": "2026-09-04T07:05:18+00:00", "modelAddress": "https://modelscope.cn/models/XHToken/Spark-X2.5-4B-INT8", "reason": null, "reconciledAt": "2026-09-13T12:32:04.454738+00:00", "repoId": "XHToken/Spark-X2.5-4B-INT8", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Vastai_va16", "taskId": "4827491", "taskType": "text-generation"}
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 {"batchId": "d2cc7d13ff0a41e4851d5e885924002d", "completedAt": "2026-09-13T12:37:34.542447+00:00", "configFingerprint": "aaaf87e8cdde48a061be50ba149da43833517234a4d511ac59899b8971eb7149", "configSource": "modelhub_live", "createdAt": "2026-09-13T12:37:25.137136+00:00", "framework": "llamacpp", "intentId": "d7f0e36ea70b43da85c541097e3ae4d3", "repoId": "voconly/nemotron-3.5-asr-streaming-0.6b-gguf", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "hygon_k100-ai", "taskId": null, "taskType": "text-generation"}
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 {"batchId": "3cfa37416a9349629e882947d2816a4f", "completedAt": "2026-09-11T10:27:40.997245+00:00", "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configSource": "modelhub_live", "createdAt": "2026-09-11T10:27:32.517524+00:00", "framework": "vllm_0_17_0_corex_4_4_0", "intentId": "11684395861643dd8cc4c1610b8518a9", "repoId": "nv-community/Qwen3.8-27B-NVFP4", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "uniqueness_rejected", "targetGpu": "Iluvatar_bi-150", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index 472ea89b9..ba9d304e2 100644
--- a/manifest.json
+++ b/manifest.json
@@ -1,24 +1,24 @@
 {
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-    ".modelhub_state/official_capabilities.json": "42b910b8f7a3f01874936a3eae6df10384ba19af529f1ec04cf473e4a8c8aa0b",
+    ".modelhub_state/market_intelligence.json": "ea7cd0da0db9533a18bf1ab932e2babf0563de5ebd7decbe96d5932e8241f004",
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     ".modelhub_state/recovery_active_tasks.jsonl": "ec1292bf4656accf7d68e48c023cd7a2f161115124f5e984dbc22583df190466",
-    ".modelhub_state/recovery_intents.jsonl": "faf32dae359e88e46567511da1e4541023feb650cd8cdc786353ec112e236c04",
+    ".modelhub_state/recovery_intents.jsonl": "cdb15fcb55003c448efd6d7f7ffe5f70708c8fc0f8ce37083c25901c4781a749",
     ".modelhub_state/routing_intelligence.json": "12d9c544955980f19434d7ee4791c8627cd761958e5ea389ae2459d4c07b9a91",
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-  "generation": 6713,
-  "phase": "cycle",
+  "generation": 6714,
+  "phase": "intent",
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-  "updatedAt": "2026-09-13T12:37:35.459628+00:00",
+  "updatedAt": "2026-09-13T12:39:15.464153+00:00",
   "writerId": "e5dd59a4c84a4f21926bad61448789e2"
 }