From 7933fe2cdeb15b4a3582cb6cba067082d17b735d Mon Sep 17 00:00:00 2001
From: CoolBoy <2269097679@qq.com>
Date: Sun, 25 Oct 2026 07:17:39 +0000
Subject: [PATCH] state: generation 35740 (intent)

---
 .../architecture_compatibility_blacklist.json |    2 +-
 .modelhub_state/market_intelligence.json      |  214 +-
 .modelhub_state/official_capabilities.json    | 1944 ++++++++---------
 .modelhub_state/recovery_intents.jsonl        |   12 +
 manifest.json                                 |   14 +-
 5 files changed, 1080 insertions(+), 1106 deletions(-)

diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index f273aae71f..d03782bd1c 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-25T07:15:55.162140+00:00",
+  "generatedAt": "2026-10-25T07:17:34.444505+00:00",
   "summary": {
     "activeBlockCount": 24,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 76854de178..b7ba15a0c4 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-25T07:10:56.757168+00:00",
+  "communityAttemptedAt": "2026-10-25T07:17:34.570911+00:00",
   "communityError": "ModelHubAPIError: 分页大小不能超过100",
   "communitySample": {},
   "communityUpdatedAt": null,
@@ -452,28 +452,28 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-25T07:15:55.263938+00:00",
+  "generatedAt": "2026-10-25T07:17:34.570911+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
-      "backlogHours": 0.0017618972109167152,
+      "backlogHours": 0.0017618920371289383,
       "canVerify": true,
       "error": null,
       "gpu": "Ascend_910-b3",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 8,
-      "qualityFactor": 2.4999999998178097,
+      "qualityFactor": 2.5,
       "queueFactor": 1.0,
       "queueWeight": 1.0,
-      "recentSuccess": 340542,
+      "recentSuccess": 340543,
       "recentSuccessRate": 1.0,
-      "recentTerminal": 340542,
-      "recentWilsonLowerBound": 0.9999887192867135,
-      "running": 3,
-      "selectionWeight": 2.4999999998178097,
+      "recentTerminal": 340543,
+      "recentWilsonLowerBound": 0.9999887193198387,
+      "running": 0,
+      "selectionWeight": 2.5,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 56757.0,
+      "throughputPerHour": 56757.166666666664,
       "waiting": 100
     },
     "Ascend_910-b4": {
@@ -500,7 +500,7 @@
     },
     "Biren_166m": {
       "available": true,
-      "backlogHours": 0.0017618972109167152,
+      "backlogHours": 0.0017795161830258823,
       "canVerify": true,
       "error": null,
       "gpu": "Biren_166m",
@@ -513,16 +513,16 @@
       "recentSuccessRate": 1.0,
       "recentTerminal": 340542,
       "recentWilsonLowerBound": 0.9999887192867135,
-      "running": 0,
+      "running": 3,
       "selectionWeight": 2.4999999998178097,
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 56757.0,
-      "waiting": 100
+      "waiting": 101
     },
     "Cambricon_mlu-370-x4": {
       "available": true,
-      "backlogHours": 0.0017618972109167152,
+      "backlogHours": 0.0017795161830258823,
       "canVerify": true,
       "error": null,
       "gpu": "Cambricon_mlu-370-x4",
@@ -535,65 +535,87 @@
       "recentSuccessRate": 1.0,
       "recentTerminal": 340542,
       "recentWilsonLowerBound": 0.9999887192867135,
-      "running": 3,
+      "running": 0,
       "selectionWeight": 2.4999999998178097,
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 56757.0,
-      "waiting": 100
+      "waiting": 101
     },
     "Cambricon_mlu-370-x8": {
       "available": true,
-      "backlogHours": 0.0017618920371289383,
+      "backlogHours": 0.0017618972109167152,
       "canVerify": true,
       "error": null,
       "gpu": "Cambricon_mlu-370-x8",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 7,
-      "qualityFactor": 2.5,
+      "qualityFactor": 2.4999999998178097,
       "queueFactor": 1.0,
       "queueWeight": 1.0,
-      "recentSuccess": 340543,
+      "recentSuccess": 340542,
       "recentSuccessRate": 1.0,
-      "recentTerminal": 340543,
-      "recentWilsonLowerBound": 0.9999887193198387,
-      "running": 3,
-      "selectionWeight": 2.5,
+      "recentTerminal": 340542,
+      "recentWilsonLowerBound": 0.9999887192867135,
+      "running": 0,
+      "selectionWeight": 2.4999999998178097,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 56757.166666666664,
+      "throughputPerHour": 56757.0,
       "waiting": 100
     },
     "Iluvatar_bi-100": {
       "available": true,
-      "backlogHours": 0.0017618972109167152,
+      "backlogHours": 0.0017795109575002277,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_bi-100",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 24,
-      "qualityFactor": 2.4999999998178097,
+      "qualityFactor": 2.5,
       "queueFactor": 1.0,
       "queueWeight": 1.0,
-      "recentSuccess": 340542,
+      "recentSuccess": 340543,
       "recentSuccessRate": 1.0,
-      "recentTerminal": 340542,
-      "recentWilsonLowerBound": 0.9999887192867135,
+      "recentTerminal": 340543,
+      "recentWilsonLowerBound": 0.9999887193198387,
       "running": 0,
-      "selectionWeight": 2.4999999998178097,
+      "selectionWeight": 2.5,
       "stale": false,
       "submissionEligible": true,
-      "throughputPerHour": 56757.0,
-      "waiting": 100
+      "throughputPerHour": 56757.166666666664,
+      "waiting": 101
     },
     "Iluvatar_bi-150": {
       "available": true,
-      "backlogHours": 0.0017618972109167152,
+      "backlogHours": 0.0017618920371289383,
       "canVerify": true,
       "error": null,
       "gpu": "Iluvatar_bi-150",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 50,
+      "qualityFactor": 2.5,
+      "queueFactor": 1.0,
+      "queueWeight": 1.0,
+      "recentSuccess": 340543,
+      "recentSuccessRate": 1.0,
+      "recentTerminal": 340543,
+      "recentWilsonLowerBound": 0.9999887193198387,
+      "running": 3,
+      "selectionWeight": 2.5,
+      "stale": false,
+      "submissionEligible": true,
+      "throughputPerHour": 56757.166666666664,
+      "waiting": 100
+    },
+    "Iluvatar_mrv-100": {
+      "available": true,
+      "backlogHours": 0.0017618972109167152,
+      "canVerify": true,
+      "error": null,
+      "gpu": "Iluvatar_mrv-100",
+      "healthFactor": 1.0,
+      "maxConcurrentTasks": 2,
       "qualityFactor": 2.4999999998178097,
       "queueFactor": 1.0,
       "queueWeight": 1.0,
@@ -608,31 +630,9 @@
       "throughputPerHour": 56757.0,
       "waiting": 100
     },
-    "Iluvatar_mrv-100": {
-      "available": true,
-      "backlogHours": 0.0017618920371289383,
-      "canVerify": true,
-      "error": null,
-      "gpu": "Iluvatar_mrv-100",
-      "healthFactor": 1.0,
-      "maxConcurrentTasks": 2,
-      "qualityFactor": 2.5,
-      "queueFactor": 1.0,
-      "queueWeight": 1.0,
-      "recentSuccess": 340543,
-      "recentSuccessRate": 1.0,
-      "recentTerminal": 340543,
-      "recentWilsonLowerBound": 0.9999887193198387,
-      "running": 0,
-      "selectionWeight": 2.5,
-      "stale": false,
-      "submissionEligible": true,
-      "throughputPerHour": 56757.166666666664,
-      "waiting": 100
-    },
     "Kunlunxin_p-800": {
       "available": true,
-      "backlogHours": 0.0017618920371289383,
+      "backlogHours": 0.0017795109575002277,
       "canVerify": true,
       "error": null,
       "gpu": "Kunlunxin_p-800",
@@ -645,12 +645,12 @@
       "recentSuccessRate": 1.0,
       "recentTerminal": 340543,
       "recentWilsonLowerBound": 0.9999887193198387,
-      "running": 0,
+      "running": 3,
       "selectionWeight": 2.5,
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 56757.166666666664,
-      "waiting": 100
+      "waiting": 101
     },
     "MetaX_c-500": {
       "available": true,
@@ -689,7 +689,7 @@
       "recentSuccessRate": 1.0,
       "recentTerminal": 340543,
       "recentWilsonLowerBound": 0.9999887193198387,
-      "running": 0,
+      "running": 3,
       "selectionWeight": 2.5,
       "stale": false,
       "submissionEligible": true,
@@ -698,56 +698,12 @@
     },
     "Sunrise_pt-200-x1": {
       "available": true,
-      "backlogHours": 0.0017618972109167152,
+      "backlogHours": 0.0017795109575002277,
       "canVerify": true,
       "error": null,
       "gpu": "Sunrise_pt-200-x1",
       "healthFactor": 1.0,
       "maxConcurrentTasks": 2,
-      "qualityFactor": 2.4999999998178097,
-      "queueFactor": 1.0,
-      "queueWeight": 1.0,
-      "recentSuccess": 340542,
-      "recentSuccessRate": 1.0,
-      "recentTerminal": 340542,
-      "recentWilsonLowerBound": 0.9999887192867135,
-      "running": 0,
-      "selectionWeight": 2.4999999998178097,
-      "stale": false,
-      "submissionEligible": true,
-      "throughputPerHour": 56757.0,
-      "waiting": 100
-    },
-    "Vastai_va16": {
-      "available": true,
-      "backlogHours": 0.0017618972109167152,
-      "canVerify": true,
-      "error": null,
-      "gpu": "Vastai_va16",
-      "healthFactor": 1.0,
-      "maxConcurrentTasks": 16,
-      "qualityFactor": 2.4999999998178097,
-      "queueFactor": 1.0,
-      "queueWeight": 1.0,
-      "recentSuccess": 340542,
-      "recentSuccessRate": 1.0,
-      "recentTerminal": 340542,
-      "recentWilsonLowerBound": 0.9999887192867135,
-      "running": 3,
-      "selectionWeight": 2.4999999998178097,
-      "stale": false,
-      "submissionEligible": true,
-      "throughputPerHour": 56757.0,
-      "waiting": 100
-    },
-    "hygon_k100-ai": {
-      "available": true,
-      "backlogHours": 0.0017618920371289383,
-      "canVerify": true,
-      "error": null,
-      "gpu": "hygon_k100-ai",
-      "healthFactor": 1.0,
-      "maxConcurrentTasks": 6,
       "qualityFactor": 2.5,
       "queueFactor": 1.0,
       "queueWeight": 1.0,
@@ -760,12 +716,56 @@
       "stale": false,
       "submissionEligible": true,
       "throughputPerHour": 56757.166666666664,
-      "waiting": 100
+      "waiting": 101
+    },
+    "Vastai_va16": {
+      "available": true,
+      "backlogHours": 0.0017795161830258823,
+      "canVerify": true,
+      "error": null,
+      "gpu": "Vastai_va16",
+      "healthFactor": 1.0,
+      "maxConcurrentTasks": 16,
+      "qualityFactor": 2.4999999998178097,
+      "queueFactor": 1.0,
+      "queueWeight": 1.0,
+      "recentSuccess": 340542,
+      "recentSuccessRate": 1.0,
+      "recentTerminal": 340542,
+      "recentWilsonLowerBound": 0.9999887192867135,
+      "running": 0,
+      "selectionWeight": 2.4999999998178097,
+      "stale": false,
+      "submissionEligible": true,
+      "throughputPerHour": 56757.0,
+      "waiting": 101
+    },
+    "hygon_k100-ai": {
+      "available": true,
+      "backlogHours": 0.0017795161830258823,
+      "canVerify": true,
+      "error": null,
+      "gpu": "hygon_k100-ai",
+      "healthFactor": 1.0,
+      "maxConcurrentTasks": 6,
+      "qualityFactor": 2.4999999998178097,
+      "queueFactor": 1.0,
+      "queueWeight": 1.0,
+      "recentSuccess": 340542,
+      "recentSuccessRate": 1.0,
+      "recentTerminal": 340542,
+      "recentWilsonLowerBound": 0.9999887192867135,
+      "running": 0,
+      "selectionWeight": 2.4999999998178097,
+      "stale": false,
+      "submissionEligible": true,
+      "throughputPerHour": 56757.0,
+      "waiting": 101
     }
   },
-  "queueAttemptedAt": "2026-10-25T07:07:27.242419+00:00",
+  "queueAttemptedAt": "2026-10-25T07:17:34.570911+00:00",
   "queueError": null,
-  "queueUpdatedAt": "2026-10-25T07:07:27.242419+00:00",
+  "queueUpdatedAt": "2026-10-25T07:17:34.570911+00:00",
   "supportedGpus": [
     "Cambricon_mlu-370-x4",
     "Vastai_va16",
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index ecb3ef8932..7f9290e9fe 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T07:15:55.263938+00:00",
+  "catalogUpdatedAt": "2026-10-25T07:17:34.570911+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-25T07:15:55.263938+00:00",
+  "generatedAt": "2026-10-25T07:17:38.983070+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -158,12 +158,6 @@
       ],
       "updatedAt": "2026-10-25T06:59:18.315857+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T06:57:23.854990+00:00"
-    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -172,13 +166,13 @@
       ],
       "updatedAt": "2026-10-25T07:09:11.146453+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Cambricon_mlu-370-x8": {
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Iluvatar_bi-100": {
       "taskTypes": [
         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T06:57:23.952677+00:00"
+      "updatedAt": "2026-10-25T07:17:35.468882+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Iluvatar_bi-150": {
       "taskTypes": [
@@ -215,13 +209,11 @@
       ],
       "updatedAt": "2026-10-25T07:07:28.854806+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|hygon_k100-ai": {
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
+        "text-generation"
       ],
-      "updatedAt": "2026-10-25T06:57:23.905941+00:00"
+      "updatedAt": "2026-10-25T07:17:35.433614+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b3": {
       "taskTypes": [
@@ -237,14 +229,6 @@
       ],
       "updatedAt": "2026-10-25T06:57:33.163399+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Cambricon_mlu-370-x4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T06:48:34.517536+00:00"
-    },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
         "text-generation",
@@ -253,6 +237,14 @@
       ],
       "updatedAt": "2026-10-25T06:57:33.229490+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Iluvatar_bi-100": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T07:17:37.266013+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -281,14 +273,6 @@
       ],
       "updatedAt": "2026-10-25T07:07:31.579045+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T06:48:34.582485+00:00"
-    },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Mthreads_s4000": {
       "taskTypes": [
         "text-generation",
@@ -296,6 +280,12 @@
       ],
       "updatedAt": "2026-10-25T07:07:31.651649+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T07:17:37.215803+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -310,14 +300,6 @@
       ],
       "updatedAt": "2026-10-25T06:57:33.345688+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Cambricon_mlu-370-x4": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-25T06:48:34.937546+00:00"
-    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Cambricon_mlu-370-x8": {
       "taskTypes": [
         "text-generation",
@@ -326,6 +308,14 @@
       ],
       "updatedAt": "2026-10-25T06:57:33.384142+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Iluvatar_bi-100": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T07:17:37.379014+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -354,13 +344,11 @@
       ],
       "updatedAt": "2026-10-25T07:07:31.704190+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|MetaX_c-500": {
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Sunrise_pt-200-x1": {
       "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
+        "text-generation"
       ],
-      "updatedAt": "2026-10-25T06:48:34.985476+00:00"
+      "updatedAt": "2026-10-25T07:17:37.323024+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Biren_166m": {
       "taskTypes": [
@@ -368,14 +356,6 @@
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+    "https://modelscope.cn/models/cyankiwi/Hermes-4.3-36B-AWQ-8bit|2026-10-21T16:02:35+00:00|Iluvatar_bi-150": {
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-        "visual-multi-modal"
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@@ -2781,6 +2684,27 @@
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T07:17:38.045757+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit|2026-10-21T16:58:14+00:00|Iluvatar_bi-150": {
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+        "question_answering",
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+        "text-generation",
+        "text-to-image-generation",
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@@ -2803,6 +2727,12 @@
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+    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit|2026-10-21T16:58:14+00:00|Sunrise_pt-200-x1": {
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@@ -3072,6 +3000,12 @@
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@@ -3137,6 +3063,12 @@
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@@ -3145,6 +3077,14 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit|2026-10-21T17:03:19+00:00|Iluvatar_bi-100": {
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@@ -3158,6 +3098,12 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit|2026-10-21T17:03:19+00:00|Sunrise_pt-200-x1": {
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@@ -3182,6 +3120,14 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2-AWQ-4bit|2026-10-21T16:06:05+00:00|Iluvatar_bi-100": {
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@@ -3204,6 +3150,12 @@
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@@ -3352,6 +3304,12 @@
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+      "updatedAt": "2026-10-25T07:17:38.528449+00:00"
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@@ -3459,6 +3399,14 @@
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+        "visual-multi-modal"
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@@ -3496,6 +3436,12 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-REAP-139B-A10B-AWQ-4bit|2026-10-21T17:12:30+00:00|Sunrise_pt-200-x1": {
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@@ -3804,6 +3738,14 @@
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@@ -3861,6 +3809,14 @@
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+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Iluvatar_bi-100": {
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+      "updatedAt": "2026-10-25T07:17:37.902610+00:00"
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@@ -3883,6 +3839,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-25T07:17:37.858573+00:00"
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@@ -3913,6 +3875,27 @@
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+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit|2026-10-21T16:41:10+00:00|Iluvatar_bi-100": {
+      "taskTypes": [
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T07:17:38.446024+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit|2026-10-21T16:41:10+00:00|Iluvatar_bi-150": {
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+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
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+      "updatedAt": "2026-10-25T07:17:38.352124+00:00"
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@@ -3935,6 +3918,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit|2026-10-21T16:41:10+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-25T07:17:38.412440+00:00"
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@@ -3965,6 +3954,27 @@
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+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit|2026-10-21T15:59:12+00:00|Iluvatar_bi-100": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T07:17:38.983070+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit|2026-10-21T15:59:12+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
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+        "question_answering",
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+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T07:17:38.856185+00:00"
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@@ -3987,6 +3997,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit|2026-10-21T15:59:12+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-25T07:17:38.907386+00:00"
+    },
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@@ -4001,6 +4017,14 @@
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+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|Iluvatar_bi-100": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T07:17:37.795157+00:00"
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@@ -4014,6 +4038,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-25T07:17:37.762923+00:00"
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@@ -4088,6 +4118,27 @@
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       "updatedAt": "2026-10-25T06:57:35.062748+00:00"
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+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit|2026-10-21T16:49:53+00:00|Iluvatar_bi-100": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T07:17:38.288106+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit|2026-10-21T16:49:53+00:00|Iluvatar_bi-150": {
+      "taskTypes": [
+        "asr",
+        "question_answering",
+        "reinforcement_learning",
+        "text-generation",
+        "text-to-image-generation",
+        "text_classification",
+        "vision_classification",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T07:17:38.176463+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit|2026-10-21T16:49:53+00:00|Iluvatar_mrv-100": {
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@@ -4110,6 +4161,12 @@
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       "updatedAt": "2026-10-25T07:07:33.219556+00:00"
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+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit|2026-10-21T16:49:53+00:00|Sunrise_pt-200-x1": {
+      "taskTypes": [
+        "text-generation"
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+      "updatedAt": "2026-10-25T07:17:38.211087+00:00"
+    },
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@@ -4118,6 +4175,12 @@
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       "updatedAt": "2026-10-25T06:57:35.001282+00:00"
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+    "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-4bit|2026-10-21T17:13:13+00:00|Sunrise_pt-200-x1": {
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+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T07:17:37.622196+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/OmniCoder-9B-AWQ-BF16-INT4|2026-10-21T15:32:58+00:00|Mthreads_s4000": {
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@@ -4155,6 +4218,14 @@
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       "updatedAt": "2026-10-25T06:57:33.472269+00:00"
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+    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Iluvatar_bi-100": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T07:17:37.364374+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Iluvatar_bi-150": {
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@@ -4198,6 +4261,12 @@
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       "updatedAt": "2026-10-25T07:07:31.827286+00:00"
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+    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Sunrise_pt-200-x1": {
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+        "text-generation"
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+      "updatedAt": "2026-10-25T07:17:37.323427+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|hygon_k100-ai": {
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@@ -4213,6 +4282,12 @@
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       "updatedAt": "2026-10-25T07:07:33.042562+00:00"
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+    "https://modelscope.cn/models/cyankiwi/Qwen3-30B-A3B-Thinking-2507-AWQ-8bit|2026-10-21T16:49:54+00:00|Sunrise_pt-200-x1": {
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+        "text-generation"
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+      "updatedAt": "2026-10-25T07:17:38.176290+00:00"
+    },
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@@ -4225,12 +4300,24 @@
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       "updatedAt": "2026-10-25T07:07:33.273057+00:00"
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+    "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit|2026-10-21T16:33:24+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-25T07:17:38.354480+00:00"
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       "updatedAt": "2026-10-25T06:57:35.491073+00:00"
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+    "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit|2026-10-21T16:38:24+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-25T07:17:38.352042+00:00"
+    },
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@@ -4251,6 +4338,12 @@
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+    "https://modelscope.cn/models/cyankiwi/Qwen3-Next-80B-A3B-Instruct-AWQ-8bit|2026-10-21T17:23:25+00:00|Sunrise_pt-200-x1": {
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+      "updatedAt": "2026-10-25T07:17:37.322892+00:00"
+    },
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@@ -4258,13 +4351,11 @@
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+    "https://modelscope.cn/models/cyankiwi/Qwen3-Next-80B-A3B-Thinking-AWQ-4bit|2026-10-21T17:17:44+00:00|Sunrise_pt-200-x1": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
+        "text-generation"
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-      "updatedAt": "2026-10-25T06:48:37.055122+00:00"
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-    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|hygon_k100-ai": {
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+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-3.0bit|2026-10-21T16:04:21+00:00|Iluvatar_bi-100": {
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+    },
+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-3.0bit|2026-10-21T16:04:21+00:00|Iluvatar_bi-150": {
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+    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-3.0bit|2026-10-21T16:04:21+00:00|Sunrise_pt-200-x1": {
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-    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|hygon_k100-ai": {
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-        "text-to-image-generation",
-        "visual-multi-modal"
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-        "text-to-image-generation",
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@@ -5933,27 +5927,13 @@
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Cambricon_mlu-370-x4": {
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Cambricon_mlu-370-x8": {
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-      "updatedAt": "2026-10-25T06:57:31.187679+00:00"
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-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|hygon_k100-ai": {
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-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
+        "text-generation"
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-      "updatedAt": "2026-10-25T06:57:31.143582+00:00"
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         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T06:57:30.058142+00:00"
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@@ -6028,14 +5998,6 @@
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-    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|hygon_k100-ai": {
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   "taskTree": [
@@ -6718,6 +6680,6 @@
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-  "taskTreeUpdatedAt": "2026-10-25T07:15:55.263938+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T07:17:34.570911+00:00",
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 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 091e58f956..28a3a786fe 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3817,6 +3817,18 @@
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diff --git a/manifest.json b/manifest.json
index a7691f340c..5deec38ef7 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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