From 494517cfe120d41c738b99e1734c401b2fa478db Mon Sep 17 00:00:00 2001
From: CoolBoy <2269097679@qq.com>
Date: Thu, 10 Sep 2026 14:40:25 +0000
Subject: [PATCH] state: generation 5208 (cycle)

---
 .../architecture_compatibility_blacklist.json |    2 +-
 .../architecture_history_backfill.json        |    6 +-
 .modelhub_state/market_intelligence.json      |    2 +-
 .modelhub_state/official_capabilities.json    | 1516 ++++++++---------
 .modelhub_state/recovery_active_tasks.jsonl   | 1435 ++++++++--------
 .modelhub_state/recovery_intents.jsonl        | 1148 ++++++-------
 manifest.json                                 |   18 +-
 outcomes/submissions.jsonl                    |    8 +-
 8 files changed, 2067 insertions(+), 2068 deletions(-)

diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 99eac0b8d..5f37a68bc 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -1311,7 +1311,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-10T14:37:26.243817+00:00",
+  "generatedAt": "2026-09-10T14:40:24.958131+00:00",
   "summary": {
     "activeBlockCount": 66,
     "byGpuFramework": {
diff --git a/.modelhub_state/architecture_history_backfill.json b/.modelhub_state/architecture_history_backfill.json
index d9ec1f042..4ffc18e5c 100644
--- a/.modelhub_state/architecture_history_backfill.json
+++ b/.modelhub_state/architecture_history_backfill.json
@@ -19,7 +19,7 @@
     "10": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
-      "listingErrors": 370,
+      "listingErrors": 371,
       "nextPage": 1,
       "recordsScanned": 0,
       "uniqueRecords": 0
@@ -102,12 +102,12 @@
   "cutoffAt": "2026-09-04T03:55:51.365685+00:00",
   "failureLogsInspected": 0,
   "mode": "incremental_decision_only",
-  "nextAccountIndex": 10,
+  "nextAccountIndex": 11,
   "recordsScanned": 0,
   "seenTaskIds": [],
   "startedAt": "2026-09-04T03:55:51.365685+00:00",
   "terminalRecords": 0,
   "uniqueRecords": 0,
-  "updatedAt": "2026-09-10T14:37:26.199885+00:00",
+  "updatedAt": "2026-09-10T14:40:24.929503+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 19fae3140..432a853dd 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-10T14:35:43.101373+00:00",
+  "generatedAt": "2026-09-10T14:38:49.077526+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 20a243dcb..3307e4380 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-10T14:35:43.101373+00:00",
+  "catalogUpdatedAt": "2026-09-10T14:38:49.077526+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -55,7 +55,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-09-10T14:37:25.653484+00:00",
+  "generatedAt": "2026-09-10T14:40:24.680057+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -154,7 +154,7 @@
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:36:55.065428+00:00"
+      "updatedAt": "2026-09-10T14:39:57.149516+00:00"
     },
     "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -162,7 +162,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:08.227069+00:00"
+      "updatedAt": "2026-09-10T14:40:08.387710+00:00"
     },
     "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -170,26 +170,26 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:08.279807+00:00"
+      "updatedAt": "2026-09-10T14:40:08.450002+00:00"
     },
     "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-10T14:37:08.357336+00:00"
+      "updatedAt": "2026-09-10T14:40:08.542527+00:00"
     },
     "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:08.316894+00:00"
+      "updatedAt": "2026-09-10T14:40:08.500130+00:00"
     },
     "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-10T14:37:08.423412+00:00"
+      "updatedAt": "2026-09-10T14:40:08.606458+00:00"
     },
     "https://modelscope.cn/models/AsherZhu/mint_v1|2026-08-15T12:47:53+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -197,7 +197,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:08.192881+00:00"
+      "updatedAt": "2026-09-10T14:40:08.350893+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-08-09T13:48:44+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -205,7 +205,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:20.026208+00:00"
+      "updatedAt": "2026-09-10T14:40:19.889250+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-08-09T13:48:44+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -213,26 +213,26 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:20.085075+00:00"
+      "updatedAt": "2026-09-10T14:40:19.924071+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-08-09T13:48:44+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-10T14:37:20.173699+00:00"
+      "updatedAt": "2026-09-10T14:40:20.019716+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-08-09T13:48:44+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:20.117680+00:00"
+      "updatedAt": "2026-09-10T14:40:19.979459+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-08-09T13:48:44+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-10T14:37:20.214823+00:00"
+      "updatedAt": "2026-09-10T14:40:20.051931+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-08-09T13:48:44+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -240,7 +240,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:19.812363+00:00"
+      "updatedAt": "2026-09-10T14:40:19.686608+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": [
@@ -248,7 +248,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:13.822972+00:00"
+      "updatedAt": "2026-09-10T14:40:13.676936+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": [
@@ -256,26 +256,26 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:13.852607+00:00"
+      "updatedAt": "2026-09-10T14:40:13.703809+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": "2026-09-10T14:37:13.907443+00:00"
+      "updatedAt": "2026-09-10T14:40:13.757502+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": "2026-09-10T14:37:13.879852+00:00"
+      "updatedAt": "2026-09-10T14:40:13.729858+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF|2026-08-13T00:35:38+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-10T14:37:13.934856+00:00"
+      "updatedAt": "2026-09-10T14:40:13.785164+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": [
@@ -283,14 +283,14 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:13.792081+00:00"
+      "updatedAt": "2026-09-10T14:40:13.637567+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": "2026-09-10T14:37:16.601964+00:00"
+      "updatedAt": "2026-09-10T14:40:16.318386+00:00"
     },
     "https://modelscope.cn/models/BAAI/AREX-Turbo|2026-08-11T14:42:47+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -298,7 +298,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:16.568175+00:00"
+      "updatedAt": "2026-09-10T14:40:16.275804+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/LGAI-EXAONE.K-EXAONE-2.0-750B-A37B-GGUF|2026-08-08T14:54:54+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -306,7 +306,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:20.075058+00:00"
+      "updatedAt": "2026-09-10T14:40:19.936003+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/LGAI-EXAONE.K-EXAONE-2.0-750B-A37B-GGUF|2026-08-08T14:54:54+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -314,26 +314,26 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:20.130008+00:00"
+      "updatedAt": "2026-09-10T14:40:19.973873+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/LGAI-EXAONE.K-EXAONE-2.0-750B-A37B-GGUF|2026-08-08T14:54:54+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-10T14:37:20.209004+00:00"
+      "updatedAt": "2026-09-10T14:40:20.057992+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/LGAI-EXAONE.K-EXAONE-2.0-750B-A37B-GGUF|2026-08-08T14:54:54+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:20.167880+00:00"
+      "updatedAt": "2026-09-10T14:40:20.008461+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/LGAI-EXAONE.K-EXAONE-2.0-750B-A37B-GGUF|2026-08-08T14:54:54+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-10T14:37:20.252189+00:00"
+      "updatedAt": "2026-09-10T14:40:20.099555+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/LGAI-EXAONE.K-EXAONE-2.0-750B-A37B-GGUF|2026-08-08T14:54:54+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -341,7 +341,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:20.040359+00:00"
+      "updatedAt": "2026-09-10T14:40:19.887425+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": [
@@ -349,7 +349,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:06.865681+00:00"
+      "updatedAt": "2026-09-10T14:40:06.858614+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": [
@@ -357,26 +357,26 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:07.001136+00:00"
+      "updatedAt": "2026-09-10T14:40:06.900068+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": "2026-09-10T14:37:07.093660+00:00"
+      "updatedAt": "2026-09-10T14:40:06.969312+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": "2026-09-10T14:37:07.040022+00:00"
+      "updatedAt": "2026-09-10T14:40:06.935667+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/Qwen.Qwen3.8-2.4T-A95B-GGUF|2026-08-16T18:20:11+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-10T14:37:07.150821+00:00"
+      "updatedAt": "2026-09-10T14:40:07.020637+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": [
@@ -384,19 +384,19 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:06.743710+00:00"
+      "updatedAt": "2026-09-10T14:40:06.824556+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": "2026-09-10T14:37:04.515815+00:00"
+      "updatedAt": "2026-09-10T14:40:05.172742+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/Saxo.Linkbricks-Horizon-AI-Korean-Superb-22B-GGUF|2026-08-17T20:14:56+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-10T14:37:04.559269+00:00"
+      "updatedAt": "2026-09-10T14:40:05.215853+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": [
@@ -404,7 +404,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:07.052537+00:00"
+      "updatedAt": "2026-09-10T14:40:07.399279+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": [
@@ -412,26 +412,26 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:07.099443+00:00"
+      "updatedAt": "2026-09-10T14:40:07.436298+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": "2026-09-10T14:37:07.191731+00:00"
+      "updatedAt": "2026-09-10T14:40:07.506857+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": "2026-09-10T14:37:07.145038+00:00"
+      "updatedAt": "2026-09-10T14:40:07.474271+00:00"
     },
     "https://modelscope.cn/models/DevQuasar/deepseek-ai.DeepSeek-V4-Pro-0813-GGUF|2026-08-15T17:23:00+00:00|Vastai_va16": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-09-10T14:37:07.228616+00:00"
+      "updatedAt": "2026-09-10T14:40:07.551302+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": [
@@ -439,7 +439,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:07.018175+00:00"
+      "updatedAt": "2026-09-10T14:40:07.155668+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/GLM-5-w4a8|2026-08-10T13:55:03+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -447,7 +447,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-09-10T14:37:18.508051+00:00"
+      "updatedAt": "2026-09-10T14:40:18.407583+00:00"
     },
     "https://modelscope.cn/models/Eco-Tech/GLM-5-w4a8|2026-08-10T13:55:03+00:00|Ascend_910-b4": {
       "taskTypes": [
@@ -455,26 +455,26 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-10T14:37:18.551453+00:00"
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@@ -5214,26 +5214,26 @@
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@@ -5241,7 +5241,7 @@
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@@ -5249,7 +5249,7 @@
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@@ -5257,26 +5257,26 @@
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@@ -5284,7 +5284,7 @@
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@@ -5292,7 +5292,7 @@
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@@ -5300,26 +5300,26 @@
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@@ -5327,7 +5327,7 @@
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@@ -5335,7 +5335,7 @@
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@@ -5343,26 +5343,26 @@
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@@ -5370,7 +5370,7 @@
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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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@@ -5378,7 +5378,7 @@
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@@ -5386,26 +5386,26 @@
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         "text-generation",
         "visual-multi-modal"
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     "https://modelscope.cn/models/zhaoke1006/Qwen3.6-27B-H3-Prompt-Rewriter|2026-08-15T04:17:59+00:00|Vastai_va16": {
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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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@@ -5413,7 +5413,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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   "taskTree": [
@@ -6084,6 +6084,6 @@
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-  "taskTreeUpdatedAt": "2026-09-10T14:35:43.101373+00:00",
+  "taskTreeUpdatedAt": "2026-09-10T14:38:49.077526+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_active_tasks.jsonl b/.modelhub_state/recovery_active_tasks.jsonl
index 8c0837bdb..8b0184213 100644
--- a/.modelhub_state/recovery_active_tasks.jsonl
+++ b/.modelhub_state/recovery_active_tasks.jsonl
@@ -1,544 +1,91 @@
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 9d8cbef19..cb2405fdd 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
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index a74b6446e..4c6656477 100644
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