From 45b460d4e8ade4dcf80b616674fd1beef6174ca9 Mon Sep 17 00:00:00 2001
From: CoolBoy <2269097679@qq.com>
Date: Sat, 24 Oct 2026 23:38:21 +0000
Subject: [PATCH] state: generation 34922 (intent)

---
 .../architecture_compatibility_blacklist.json |   2 +-
 .modelhub_state/market_intelligence.json      |   2 +-
 .modelhub_state/official_capabilities.json    | 915 ++++++++----------
 .modelhub_state/recovery_intents.jsonl        |  12 +
 manifest.json                                 |  14 +-
 5 files changed, 401 insertions(+), 544 deletions(-)

diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 0b40c1358b..4e1d2abeac 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-10-24T23:37:06.643000+00:00",
+  "generatedAt": "2026-10-24T23:38:19.932686+00:00",
   "summary": {
     "activeBlockCount": 24,
     "byGpuFramework": {
diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 2d8250ea8f..87059665b8 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-24T23:37:06.757470+00:00",
+  "generatedAt": "2026-10-24T23:38:20.067574+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 90396b821c..e9abb7a395 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-24T23:37:06.757470+00:00",
+  "catalogUpdatedAt": "2026-10-24T23:38:20.067574+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-24T23:37:26.931010+00:00",
+  "generatedAt": "2026-10-24T23:38:21.520584+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -250,6 +250,12 @@
       ],
       "updatedAt": "2026-10-24T23:35:05.567613+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": "2026-10-24T23:38:20.232981+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -294,6 +300,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:07.478280+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.052038+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -338,6 +350,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:15.236843+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.106899+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -374,6 +392,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:15.710159+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.051945+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -410,6 +434,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:14.989959+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.051783+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -446,6 +476,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:14.873322+00:00"
     },
+    "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.106654+00:00"
+    },
     "https://modelscope.cn/models/AtomicChat/Qwen3.8-Flash-Next-GGUF|2026-10-21T18:11:45+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -618,6 +654,12 @@
       ],
       "updatedAt": "2026-10-24T23:35:07.381812+00:00"
     },
+    "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-24T07:25:05+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.501687+00:00"
+    },
     "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-24T07:25:05+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -662,6 +704,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:09.442993+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.654806+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-FP8|2026-10-22T14:14:09+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -700,6 +748,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:10.901829+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.654877+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-Q4_K_M-GGUF|2026-10-22T14:15:13+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -744,6 +798,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:10.901801+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.654853+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5-Q8_0-GGUF|2026-10-22T14:16:42+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -780,6 +840,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:10.691471+00:00"
     },
+    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.655038+00:00"
+    },
     "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -824,6 +890,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:11.051817+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-24T12:32:08+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.384778+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-24T12:32:08+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -868,6 +940,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:09.004609+00:00"
     },
+    "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.297591+00:00"
+    },
     "https://modelscope.cn/models/JANGQ-AI/Hy3-preview-JANGTQ_K|2026-10-24T13:52:02+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -962,6 +1040,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:25.883664+00:00"
     },
+    "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.725088+00:00"
+    },
     "https://modelscope.cn/models/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF|2026-10-22T13:53:53+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -1056,6 +1140,12 @@
       ],
       "updatedAt": "2026-10-24T23:35:15.833236+00:00"
     },
+    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-24T12:07:57+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.385155+00:00"
+    },
     "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B-Base|2026-10-24T12:07:57+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -1078,48 +1168,6 @@
       ],
       "updatedAt": "2026-10-24T23:37:08.858533+00:00"
     },
-    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B|2026-10-21T12:17:17+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.659850+00:00"
-    },
-    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B|2026-10-21T12:17:17+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": "2026-10-24T23:34:55.604642+00:00"
-    },
-    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B|2026-10-21T12:17:17+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.494857+00:00"
-    },
-    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B|2026-10-21T12:17:17+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.539081+00:00"
-    },
-    "https://modelscope.cn/models/LiquidAI/LFM2.5-24B-A2B|2026-10-21T12:17:17+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.711415+00:00"
-    },
     "https://modelscope.cn/models/MNN/Qwen3-30B-A3B-Instruct-2507-MNN|2026-10-21T05:16:16+00:00|MetaX_c-500": {
       "taskTypes": [
         "feature_emb",
@@ -1354,15 +1402,6 @@
       ],
       "updatedAt": "2026-10-24T23:34:58.727058+00:00"
     },
-    "https://modelscope.cn/models/MNN/Qwen3.5-122B-A10B-MNN|2026-10-21T05:17:26+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:56.921717+00:00"
-    },
     "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-Base-MNN|2026-10-21T05:16:50+00:00|MetaX_c-500": {
       "taskTypes": [
         "feature_emb",
@@ -1423,40 +1462,6 @@
       ],
       "updatedAt": "2026-10-24T23:34:58.254766+00:00"
     },
-    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-MNN|2026-10-21T05:17:01+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:57.965825+00:00"
-    },
-    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-MNN|2026-10-21T05:17:01+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": "2026-10-24T23:34:57.935930+00:00"
-    },
-    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-MNN|2026-10-21T05:17:01+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:57.872231+00:00"
-    },
-    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-MNN|2026-10-21T05:17:01+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:57.903454+00:00"
-    },
     "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-MNN|2026-10-21T05:17:01+00:00|MetaX_c-500": {
       "taskTypes": [
         "feature_emb",
@@ -1465,113 +1470,11 @@
       ],
       "updatedAt": "2026-10-24T23:34:58.023245+00:00"
     },
-    "https://modelscope.cn/models/MNN/Qwen3.5-35B-A3B-MNN|2026-10-21T05:17:01+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:57.995946+00:00"
-    },
-    "https://modelscope.cn/models/MNN/Qwen3.6-35B-A3B-MNN|2026-10-21T05:17:09+00:00|Biren_166m": {
+    "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-24T23:34:57.488709+00:00"
-    },
-    "https://modelscope.cn/models/MNN/Qwen3.6-35B-A3B-MNN|2026-10-21T05:17:09+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": "2026-10-24T23:34:57.460433+00:00"
-    },
-    "https://modelscope.cn/models/MNN/Qwen3.6-35B-A3B-MNN|2026-10-21T05:17:09+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:57.403307+00:00"
-    },
-    "https://modelscope.cn/models/MNN/Qwen3.6-35B-A3B-MNN|2026-10-21T05:17:09+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:57.432533+00:00"
-    },
-    "https://modelscope.cn/models/MNN/Qwen3.6-35B-A3B-MNN|2026-10-21T05:17:09+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:57.560299+00:00"
-    },
-    "https://modelscope.cn/models/MNN/Qwen3.6-35B-A3B-MNN|2026-10-21T05:17:09+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:57.521324+00:00"
-    },
-    "https://modelscope.cn/models/MNN/gpt-oss-20b-MNN|2026-10-21T05:17:21+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:57.065610+00:00"
-    },
-    "https://modelscope.cn/models/MNN/gpt-oss-20b-MNN|2026-10-21T05:17:21+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": "2026-10-24T23:34:57.036306+00:00"
-    },
-    "https://modelscope.cn/models/MNN/gpt-oss-20b-MNN|2026-10-21T05:17:21+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:56.972695+00:00"
-    },
-    "https://modelscope.cn/models/MNN/gpt-oss-20b-MNN|2026-10-21T05:17:21+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:57.007688+00:00"
-    },
-    "https://modelscope.cn/models/MNN/gpt-oss-20b-MNN|2026-10-21T05:17:21+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:57.129621+00:00"
-    },
-    "https://modelscope.cn/models/MNN/gpt-oss-20b-MNN|2026-10-21T05:17:21+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:57.094903+00:00"
+      "updatedAt": "2026-10-24T23:38:20.813663+00:00"
     },
     "https://modelscope.cn/models/ManniX-ITA/JackOD-9B-Coder-MTP-GGUF|2026-10-22T12:49:50+00:00|Iluvatar_bi-150": {
       "taskTypes": [
@@ -1767,6 +1670,12 @@
       ],
       "updatedAt": "2026-10-24T23:35:00.617985+00:00"
     },
+    "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-24T15:44:50+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.232436+00:00"
+    },
     "https://modelscope.cn/models/Mungert/s1-mini-GGUF|2026-10-24T15:44:50+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -1848,6 +1757,12 @@
       ],
       "updatedAt": "2026-10-24T23:35:07.426042+00:00"
     },
+    "https://modelscope.cn/models/RecursiveSI/flint-int4|2026-10-22T01:37:07+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.888473+00:00"
+    },
     "https://modelscope.cn/models/RecursiveSI/flint-int4|2026-10-22T01:37:07+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -1878,6 +1793,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:12.377074+00:00"
     },
+    "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.502142+00:00"
+    },
     "https://modelscope.cn/models/SargeDev/Solar-Decision-JEV-27B-GGUF|2026-10-23T13:33:04+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -1922,6 +1843,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:10.099463+00:00"
     },
+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.501858+00:00"
+    },
     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-GGUF|2026-10-23T13:53:07+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -1966,6 +1893,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:09.789433+00:00"
     },
+    "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.571166+00:00"
+    },
     "https://modelscope.cn/models/SargeDev/Solar-JEV-27B-R32-GGUF|2026-10-23T13:11:10+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -2052,55 +1985,11 @@
       ],
       "updatedAt": "2026-10-24T23:35:00.476604+00:00"
     },
-    "https://modelscope.cn/models/XHToken/Spark-X2.6-4B|2026-10-21T08:40:28+00:00|Biren_166m": {
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-24T23:34:56.497636+00:00"
-    },
-    "https://modelscope.cn/models/XHToken/Spark-X2.6-4B|2026-10-21T08:40:28+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": "2026-10-24T23:34:56.468670+00:00"
-    },
-    "https://modelscope.cn/models/XHToken/Spark-X2.6-4B|2026-10-21T08:40:28+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:56.404974+00:00"
-    },
-    "https://modelscope.cn/models/XHToken/Spark-X2.6-4B|2026-10-21T08:40:28+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:56.436785+00:00"
-    },
-    "https://modelscope.cn/models/XHToken/Spark-X2.6-4B|2026-10-21T08:40:28+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:56.559607+00:00"
-    },
-    "https://modelscope.cn/models/XHToken/Spark-X2.6-4B|2026-10-21T08:40:28+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:56.528312+00:00"
+      "updatedAt": "2026-10-24T23:38:20.233137+00:00"
     },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-AP-GGUF|2026-10-24T14:59:06+00:00|Iluvatar_bi-150": {
       "taskTypes": [
@@ -2146,6 +2035,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:07.478250+00:00"
     },
+    "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-24T14:43:12+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.233589+00:00"
+    },
     "https://modelscope.cn/models/agentionai/Qwen3.8-Flash-Next-ROCmFP4-FAST-imatrix-GGUF|2026-10-24T14:43:12+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -2190,6 +2085,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:07.478218+00:00"
     },
+    "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.813911+00:00"
+    },
     "https://modelscope.cn/models/baidu-aicapx/GLM-5.3-Flash-W8A8-INT8-Dynamic|2026-10-22T03:10:27+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -2234,6 +2135,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:12.414959+00:00"
     },
+    "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.297633+00:00"
+    },
     "https://modelscope.cn/models/bartowski/Beam-1.0-501B-A23B-GGUF|2026-10-24T13:39:02+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -2278,56 +2185,6 @@
       ],
       "updatedAt": "2026-10-24T23:37:07.906574+00:00"
     },
-    "https://modelscope.cn/models/bartowski/Spark-X2.6-4B-GGUF|2026-10-21T06:20:13+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:56.758471+00:00"
-    },
-    "https://modelscope.cn/models/bartowski/Spark-X2.6-4B-GGUF|2026-10-21T06:20:13+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": "2026-10-24T23:34:56.730634+00:00"
-    },
-    "https://modelscope.cn/models/bartowski/Spark-X2.6-4B-GGUF|2026-10-21T06:20:13+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:56.672892+00:00"
-    },
-    "https://modelscope.cn/models/bartowski/Spark-X2.6-4B-GGUF|2026-10-21T06:20:13+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:56.703083+00:00"
-    },
-    "https://modelscope.cn/models/bartowski/Spark-X2.6-4B-GGUF|2026-10-21T06:20:13+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:56.885076+00:00"
-    },
-    "https://modelscope.cn/models/bartowski/Spark-X2.6-4B-GGUF|2026-10-21T06:20:13+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:56.848926+00:00"
-    },
     "https://modelscope.cn/models/bartowski/llama-3-neural-chat-v1-8b-GGUF|2026-10-19T23:45:43+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
@@ -2944,6 +2801,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:23.621663+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.240341+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-8bit|2026-10-21T17:08:03+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -2997,6 +2860,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:22.863212+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit|2026-10-21T16:38:25+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.462216+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/ERNIE-4.5-21B-A3B-Thinking-AWQ-4bit|2026-10-21T16:38:25+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -3117,6 +2986,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:24.757420+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.967852+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -3191,12 +3066,6 @@
       ],
       "updatedAt": "2026-10-24T23:37:20.224853+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/GLM-4.7-Flash-AWQ-8bit|2026-10-21T12:34:41+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:54.460277+00:00"
-    },
     "https://modelscope.cn/models/cyankiwi/GLM-5.2-AWQ-INT4|2026-10-20T13:17:54+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -3253,22 +3122,11 @@
       ],
       "updatedAt": "2026-10-24T23:35:01.874792+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Hermes-4-14B-AWQ-8bit|2026-10-21T13:30:22+00:00|Iluvatar_mrv-100": {
+    "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-4bit|2026-10-21T17:15:17+00:00|Biren_166m": {
       "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
+        "text-generation"
       ],
-      "updatedAt": "2026-10-24T23:34:53.230547+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Hermes-4-14B-AWQ-8bit|2026-10-21T13:30:22+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:53.263552+00:00"
+      "updatedAt": "2026-10-24T23:38:21.166917+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-4bit|2026-10-21T17:15:17+00:00|hygon_k100-ai": {
       "taskTypes": [
@@ -3278,6 +3136,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:16.593011+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-8bit|2026-10-21T16:52:19+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.395270+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Hermes-4-70B-AWQ-8bit|2026-10-21T16:52:19+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -3391,6 +3255,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:23.746008+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit|2026-10-21T19:49:11+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.967342+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit|2026-10-21T19:49:11+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -3420,6 +3290,12 @@
       ],
       "updatedAt": "2026-10-24T23:35:13.383654+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit|2026-10-21T16:58:14+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.318346+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-4bit|2026-10-21T16:58:14+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -3464,6 +3340,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:18.710115+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-8bit|2026-10-21T17:19:37+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.173337+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-8bit|2026-10-21T17:19:37+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -3500,6 +3382,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:16.071373+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-4bit|2026-10-21T16:43:24+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.461452+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Kimi-Dev-72B-AWQ-4bit|2026-10-21T16:43:24+00:00|hygon_k100-ai": {
       "taskTypes": [
         "text-generation",
@@ -3539,6 +3427,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:18.324101+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4|2026-10-24T13:55:27+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.296916+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/LFM2.5-8B-A1B-AWQ-INT4|2026-10-24T13:55:27+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -3562,6 +3456,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:23.748604+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiMo-V2-Flash-AWQ-4bit|2026-10-21T18:58:16+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.974299+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/MiMo-V2-Flash-AWQ-4bit|2026-10-21T18:58:16+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -3753,6 +3653,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:19.243437+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-REAP-139B-A10B-AWQ-4bit|2026-10-21T17:12:30+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.175010+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.5-REAP-139B-A10B-AWQ-4bit|2026-10-21T17:12:30+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -3791,6 +3697,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:16.902655+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.967568+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -3864,6 +3776,18 @@
       ],
       "updatedAt": "2026-10-24T23:37:13.504396+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-12B-v2-AWQ-4bit|2026-10-21T17:04:48+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.239958+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit|2026-10-21T16:56:31+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.324505+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit|2026-10-21T16:56:31+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -3899,6 +3823,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:26.288049+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit|2026-10-21T17:09:55+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.240070+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-14B-Thinking-AWQ-8bit|2026-10-21T17:09:55+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -3935,6 +3865,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:17.017533+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.318048+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-4bit|2026-10-21T17:02:31+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -3958,55 +3894,11 @@
       ],
       "updatedAt": "2026-10-24T23:37:18.381167+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit|2026-10-21T13:20:37+00:00|Biren_166m": {
+    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit|2026-10-21T16:41:10+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-24T23:34:53.360783+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit|2026-10-21T13:20:37+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": "2026-10-24T23:34:53.317471+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit|2026-10-21T13:20:37+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:53.240966+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit|2026-10-21T13:20:37+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:53.281782+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit|2026-10-21T13:20:37+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:53.437669+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-AWQ-8bit|2026-10-21T13:20:37+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:53.403770+00:00"
+      "updatedAt": "2026-10-24T23:38:21.461838+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-4bit|2026-10-21T16:41:10+00:00|Iluvatar_bi-150": {
       "taskTypes": [
@@ -4128,6 +4020,12 @@
       ],
       "updatedAt": "2026-10-24T23:35:14.045398+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.234993+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Instruct-AWQ-4bit|2026-10-21T17:04:56+00:00|Kunlunxin_p-800": {
       "taskTypes": [
         "text-generation"
@@ -4142,6 +4040,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:17.445912+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Olmo-3.1-32B-Think-AWQ-4bit|2026-10-21T16:49:53+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.401063+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",
@@ -4178,6 +4082,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:20.272676+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.107085+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -4367,6 +4277,24 @@
       ],
       "updatedAt": "2026-10-24T23:35:02.132763+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Instruct-2507-AWQ-4bit|2026-10-21T16:33:24+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.520584+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Instruct-2507-AWQ-8bit|2026-10-21T16:38:24+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.469018+00:00"
+    },
+    "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Thinking-2507-AWQ-4bit|2026-10-21T17:12:48+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.172978+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Qwen3-4B-Thinking-2507-AWQ-8bit|2026-10-21T16:12:30+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
@@ -4382,6 +4310,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:21.110002+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-4bit|2026-10-21T17:21:32+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.107688+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-4bit|2026-10-21T17:21:32+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -4426,40 +4360,11 @@
       ],
       "updatedAt": "2026-10-24T23:37:15.710095+00:00"
     },
-    "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-8bit|2026-10-21T13:38:39+00:00|Biren_166m": {
+    "https://modelscope.cn/models/cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit|2026-10-21T16:56:28+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-24T23:34:53.229026+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-8bit|2026-10-21T13:38:39+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": "2026-10-24T23:34:53.190995+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-8bit|2026-10-21T13:38:39+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:53.325235+00:00"
-    },
-    "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-8bit|2026-10-21T13:38:39+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:53.274431+00:00"
+      "updatedAt": "2026-10-24T23:38:21.395162+00:00"
     },
     "https://modelscope.cn/models/cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit|2026-10-21T16:56:28+00:00|Iluvatar_bi-150": {
       "taskTypes": [
@@ -4539,6 +4444,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:24.292754+00:00"
     },
+    "https://modelscope.cn/models/cyankiwi/command-a-reasoning-08-2025-AWQ-4bit|2026-10-21T17:00:11+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.318319+00:00"
+    },
     "https://modelscope.cn/models/cyankiwi/command-a-reasoning-08-2025-AWQ-4bit|2026-10-21T17:00:11+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -4598,6 +4509,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:26.872615+00:00"
     },
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.576284+00:00"
+    },
     "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -4923,56 +4840,6 @@
       ],
       "updatedAt": "2026-10-24T23:35:03.450151+00:00"
     },
-    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-2.0bit|2026-10-21T12:11:52+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.653016+00:00"
-    },
-    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-2.0bit|2026-10-21T12:11:52+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": "2026-10-24T23:34:55.586146+00:00"
-    },
-    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-2.0bit|2026-10-21T12:11:52+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.491527+00:00"
-    },
-    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-2.0bit|2026-10-21T12:11:52+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.524579+00:00"
-    },
-    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-2.0bit|2026-10-21T12:11:52+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.749309+00:00"
-    },
-    "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-2.0bit|2026-10-21T12:11:52+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.704226+00:00"
-    },
     "https://modelscope.cn/models/huangyuyang/DeepSeek-V4.1-Flash-1017-Fastllm-3.0bit|2026-10-21T16:04:21+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
@@ -5210,6 +5077,12 @@
       ],
       "updatedAt": "2026-10-24T23:35:10.623031+00:00"
     },
+    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T12:01:13+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.487890+00:00"
+    },
     "https://modelscope.cn/models/kakarotter/calix|2026-10-24T12:01:13+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -5376,6 +5249,12 @@
       ],
       "updatedAt": "2026-10-24T23:35:13.600976+00:00"
     },
+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.813886+00:00"
+    },
     "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -5420,6 +5299,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:12.130079+00:00"
     },
+    "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.888654+00:00"
+    },
     "https://modelscope.cn/models/nv-community/DeepSeek-V3.1-NVFP4|2026-10-21T20:02:42+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -5586,106 +5471,6 @@
       ],
       "updatedAt": "2026-10-24T23:35:10.479357+00:00"
     },
-    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B-GGUF|2026-10-21T12:18:39+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.638309+00:00"
-    },
-    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B-GGUF|2026-10-21T12:18:39+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": "2026-10-24T23:34:55.578930+00:00"
-    },
-    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B-GGUF|2026-10-21T12:18:39+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.492536+00:00"
-    },
-    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B-GGUF|2026-10-21T12:18:39+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.531860+00:00"
-    },
-    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B-GGUF|2026-10-21T12:18:39+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.773824+00:00"
-    },
-    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B-GGUF|2026-10-21T12:18:39+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.718109+00:00"
-    },
-    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B|2026-10-21T12:21:02+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.645226+00:00"
-    },
-    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B|2026-10-21T12:21:02+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": "2026-10-24T23:34:55.595319+00:00"
-    },
-    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B|2026-10-21T12:21:02+00:00|Iluvatar_mrv-100": {
-      "taskTypes": [
-        "asr",
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.493354+00:00"
-    },
-    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B|2026-10-21T12:21:02+00:00|Kunlunxin_p-800": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.546360+00:00"
-    },
-    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B|2026-10-21T12:21:02+00:00|MetaX_c-500": {
-      "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.760110+00:00"
-    },
-    "https://modelscope.cn/models/ornith-ai/Ornith-1.5-122B|2026-10-21T12:21:02+00:00|hygon_k100-ai": {
-      "taskTypes": [
-        "text-generation",
-        "text-to-image-generation",
-        "visual-multi-modal"
-      ],
-      "updatedAt": "2026-10-24T23:34:55.696633+00:00"
-    },
     "https://modelscope.cn/models/ornith-ai/Ornith-1.5-397B-NVFP4|2026-10-20T12:17:27+00:00|Biren_166m": {
       "taskTypes": [
         "text-generation"
@@ -5736,6 +5521,12 @@
       ],
       "updatedAt": "2026-10-24T23:35:06.061122+00:00"
     },
+    "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.813735+00:00"
+    },
     "https://modelscope.cn/models/peonist-ai/halogen-qwen3.8-flash-next|2026-10-22T12:07:29+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -5780,6 +5571,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:12.093580+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.580242+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/Ornith-1.5-122B-MTP-GGUF|2026-10-22T15:14:12+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -5824,6 +5621,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:10.504412+00:00"
     },
+    "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:21.051742+00:00"
+    },
     "https://modelscope.cn/models/prithivMLmods/XHToken-Spark-X2.6-4B-GGUF|2026-10-21T18:27:55+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -5860,6 +5663,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:14.692838+00:00"
     },
+    "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.725153+00:00"
+    },
     "https://modelscope.cn/models/rapid-mlx/DeepSeek-V4.1-Flash-1017-MLX|2026-10-22T13:21:07+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -5904,6 +5713,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:11.843581+00:00"
     },
+    "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.580705+00:00"
+    },
     "https://modelscope.cn/models/reflection-Community/Beam-1.0-501B-A23B-NVFP4|2026-10-22T14:57:57+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -6148,6 +5963,12 @@
       ],
       "updatedAt": "2026-10-24T23:35:08.436439+00:00"
     },
+    "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.383966+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-GGUF|2026-10-24T13:14:03+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -6192,6 +6013,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:09.011172+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": "2026-10-24T23:38:20.384233+00:00"
+    },
     "https://modelscope.cn/models/unsloth/LFM2.5-24B-A2B-Preview-GGUF|2026-10-24T12:59:23+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -6236,6 +6063,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:09.011028+00:00"
     },
+    "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.297613+00:00"
+    },
     "https://modelscope.cn/models/unsloth/NVIDIA-Nemotron-3.5-Bolt-E4B-GGUF|2026-10-24T13:46:33+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -6280,6 +6113,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:07.906510+00:00"
     },
+    "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.725131+00:00"
+    },
     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -6324,6 +6163,12 @@
       ],
       "updatedAt": "2026-10-24T23:37:11.717279+00:00"
     },
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-24T23:38:20.725107+00:00"
+    },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Iluvatar_bi-150": {
       "taskTypes": [
         "asr",
@@ -7107,6 +6952,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-24T23:37:06.757470+00:00",
+  "taskTreeUpdatedAt": "2026-10-24T23:38:20.067574+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 5ebf3a35a2..2a2d2f995c 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3803,6 +3803,18 @@
 {"batchId": "b3082168f08a41d79c64de1eeaf1dc9f", "completedAt": "2026-10-24T23:12:59.480574+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:12:57.307345+00:00", "framework": "vllm_fix_tokenizer", "intentId": "ab738eeec65843a0b187cb87be456acb", "lastModified": "2026-10-21T16:19:52+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-24T23:37:33.298933+00:00", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5768526", "taskType": "text-generation"}
 {"batchId": "b3082168f08a41d79c64de1eeaf1dc9f", "completedAt": "2026-10-24T23:12:59.480580+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:12:57.307432+00:00", "framework": "vllm_fix_tokenizer", "intentId": "d1bba9aa234e4998aeb8c73c7dccc6ed", "lastModified": "2026-10-21T15:40:57+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/AgentCPM-Explore-AWQ-8bit", "reason": null, "reconciledAt": "2026-10-24T23:37:33.298712+00:00", "repoId": "cyankiwi/AgentCPM-Explore-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5768525", "taskType": "text-generation"}
 {"batchId": "b30304a352e14ff3bf373c7827fbb274", "completedAt": "2026-10-24T23:37:30.189787+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:37:27.773890+00:00", "framework": "vllm_fix_tokenizer", "intentId": "2ff4fd5beb6342d08353cceaa28bfc85", "lastModified": "2026-10-21T16:56:28+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "reason": null, "reconciledAt": "2026-10-24T23:37:33.297731+00:00", "repoId": "cyankiwi/Tongyi-DeepResearch-30B-A3B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "recovered_active", "targetGpu": "Kunlunxin_p-800", "taskId": "5768837", "taskType": "text-generation"}
+{"batchId": "201882ed12114335a69e9179976947ec", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:38:21.746362+00:00", "framework": "vllm_fix_tokenizer", "intentId": "c99dfdb3b4d8459c892ebcb17715b541", "lastModified": "2026-10-21T19:51:23+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-3-Super-120B-A12B-AWQ-4bit", "repoId": "cyankiwi/NVIDIA-Nemotron-3-Super-120B-A12B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "201882ed12114335a69e9179976947ec", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:38:21.746460+00:00", "framework": "vllm_fix_tokenizer", "intentId": "256e74a7ce384d5c91f219747244e16c", "lastModified": "2026-10-21T17:03:19+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiniCPM-SALA-AWQ-4bit", "repoId": "cyankiwi/MiniCPM-SALA-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "201882ed12114335a69e9179976947ec", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:38:21.746507+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e078c286480e47c8b75b90e061fbaf9f", "lastModified": "2026-10-22T14:13:07+00:00", "modelAddress": "https://modelscope.cn/models/InternScience/Sage-A1.5", "repoId": "InternScience/Sage-A1.5", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "201882ed12114335a69e9179976947ec", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:38:21.746550+00:00", "framework": "vllm_fix_tokenizer", "intentId": "2d5adeade01f43dd9aa8c4e476d756c3", "lastModified": "2026-10-21T17:18:20+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit", "repoId": "cyankiwi/MiroThinker-v1.5-30B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "201882ed12114335a69e9179976947ec", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:38:21.746593+00:00", "framework": "vllm_fix_tokenizer", "intentId": "33b13e4edb8e46cb96a9dacab3441918", "lastModified": "2026-10-21T16:06:54+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-4bit", "repoId": "cyankiwi/GLM-4.5-Air-Derestricted-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "201882ed12114335a69e9179976947ec", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:38:21.746635+00:00", "framework": "vllm_fix_tokenizer", "intentId": "b0e089a8f4814687820a55a73fbec5be", "lastModified": "2026-10-21T16:19:53+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "repoId": "cyankiwi/DASD-30B-A3B-Thinking-Preview-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "201882ed12114335a69e9179976947ec", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:38:21.746678+00:00", "framework": "vllm_fix_tokenizer", "intentId": "0a955526e6d7441e8c36ded875427487", "lastModified": "2026-10-24T12:01:13+00:00", "modelAddress": "https://modelscope.cn/models/kakarotter/calix", "repoId": "kakarotter/calix", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "201882ed12114335a69e9179976947ec", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:38:21.746720+00:00", "framework": "vllm_fix_tokenizer", "intentId": "7b4e41ee8f9c4a53a29b21894b6618a9", "lastModified": "2026-10-21T16:56:31+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "repoId": "cyankiwi/NVIDIA-Nemotron-Nano-9B-v2-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "201882ed12114335a69e9179976947ec", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:38:21.746762+00:00", "framework": "vllm_fix_tokenizer", "intentId": "bf98c4873382411799e5e6d08e864309", "lastModified": "2026-10-21T16:25:01+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit", "repoId": "cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "201882ed12114335a69e9179976947ec", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:38:21.746804+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e525e6e2041d46209ebf1bc59c132c9d", "lastModified": "2026-10-21T19:49:11+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "201882ed12114335a69e9179976947ec", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:38:21.746846+00:00", "framework": "vllm_fix_tokenizer", "intentId": "177c16295f76411abd6988dd38615dd4", "lastModified": "2026-10-21T15:59:12+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
+{"batchId": "201882ed12114335a69e9179976947ec", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:38:21.746914+00:00", "framework": "vllm_fix_tokenizer", "intentId": "2f72aa81af91406a8b41bdcb103414f9", "lastModified": "2026-10-21T16:02:35+00:00", "modelAddress": "https://modelscope.cn/models/cyankiwi/Hermes-4.3-36B-AWQ-8bit", "repoId": "cyankiwi/Hermes-4.3-36B-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "pending", "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation"}
 {"batchId": "b30304a352e14ff3bf373c7827fbb274", "completedAt": "2026-10-24T23:37:30.189810+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:37:27.774141+00:00", "framework": "vllm_fix_tokenizer", "intentId": "6fd949b5f0f9442d952e2a0df57a0692", "repoId": "cyankiwi/Nemotron-Cascade-8B-Thinking-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "b30304a352e14ff3bf373c7827fbb274", "completedAt": "2026-10-24T23:37:30.189806+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:37:27.774099+00:00", "framework": "vllm_fix_tokenizer", "intentId": "4804ec541fe744adb726c9cba4e102dd", "repoId": "cyankiwi/IQuest-Coder-V1-40B-Loop-Instruct-AWQ-8bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
 {"batchId": "b30304a352e14ff3bf373c7827fbb274", "completedAt": "2026-10-24T23:37:30.189802+00:00", "configFingerprint": "16f74ea0f409861ab0c8169a25d9484cb482e27d6a3ad7c529a70b7cdbfabee3", "configSource": "modelhub_live", "createdAt": "2026-10-24T23:37:27.774057+00:00", "framework": "vllm_fix_tokenizer", "intentId": "e5f4f5e8827745c19c2787b7ea3eccd0", "repoId": "cyankiwi/MiniMax-M2.1-REAP-139B-A10B-AWQ-4bit", "safeConfigVector": {"gpuNum": 1, "maxModelLen": 4096}, "status": "capacity_deferred", "targetGpu": "Kunlunxin_p-800", "taskId": null, "taskType": "text-generation"}
diff --git a/manifest.json b/manifest.json
index ce26758abc..d01ea2e6af 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
   "agentVersion": "2026.09.04.4",
   "checksums": {
     ".modelhub_state/account_capacity.json": "e40a87cc7cf191e5976de2c6022def2f522ff9749b582a4c928cac07ad443b48",
-    ".modelhub_state/architecture_compatibility_blacklist.json": "546530e58c29ca4d7625b5b2eea107a079f78ea239e63bf215e79a56a3bb7039",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "06b2f1e6eb0f7a68fd0a76a0264291ecc4292c8d14612ffc398f6840f991befe",
     ".modelhub_state/architecture_history_backfill.json": "a92348206605da04f75c9e26e7c818b76f259e0b28983f18b6375ef94802f0ab",
-    ".modelhub_state/market_intelligence.json": "3de0e8bd031bb1c8e158da0d6a45aa899b409c06375827313a7050df94379649",
-    ".modelhub_state/official_capabilities.json": "144e0ab8bbb6a45f09c60d4290f1d4396aa18bb0ad12dff6b34d1791f3270f01",
+    ".modelhub_state/market_intelligence.json": "4f575fbb3b72d350e959cdcd40fab5692597dfa630b91ea219e658223f7d34d5",
+    ".modelhub_state/official_capabilities.json": "89806346fe43c6bf47e591eb8c9c9cbfc73a6dfbe4ba0029c976edd3b691393c",
     ".modelhub_state/outcome_checkpoint.json": "83d4a6045de07dbf88c780b354004944dabdaa7e86f0a414d646ff4530dcd46f",
     ".modelhub_state/queue_cleanup_latest.json": "ce34a40ab1a5118de90294c87e818883c741c5846eed6f15404e2e8cbe32b914",
     ".modelhub_state/recent_outcomes.jsonl": "f2370e8e47978edec21440450a9b0ae639647b92c6593f0a83420a9fb7349690",
     ".modelhub_state/recovery_active_tasks.jsonl": "4b248b23cfe718a65c7d43b46710b79898fe2869a690153ee7d4ce450a28450a",
-    ".modelhub_state/recovery_intents.jsonl": "95ad88a3991217545f3b79fc6aedba98f415c406c44e05c6bf39edd0e6e1b1a8",
+    ".modelhub_state/recovery_intents.jsonl": "3ef54f0d9f154ba1eb9cffd42bd3187b855f5e6b0bd66888692c12c0d95db098",
     ".modelhub_state/routing_intelligence.json": "43fbc18e26e5507a93ef587f0d3e8da045dc7ad69e3f3710ea73087a8bd82779",
     ".modelhub_state/submission_exclusions.jsonl": "ec0164a066e590a129ed69be5c4279284ccf1a85230e402be88754b03203581d",
     ".modelhub_state/worker_crashes.jsonl": "e436652d39bca5bcba31822ff9fb949a9d7ff0b7f509c170e258a53d7e01ce9a",
     "ledger/submissions.jsonl": "634ff484df4b218b59b99987aa4acb51364be1f011d7eba2f46343059d0e66d3",
     "outcomes/submissions.jsonl": "17d55a3ab374c1d38702910f92cf1ad0a45d7c4845c402d41c735cf3c2fba471"
   },
-  "generation": 34921,
-  "phase": "cycle",
+  "generation": 34922,
+  "phase": "intent",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-24T23:37:33.497302+00:00",
+  "updatedAt": "2026-10-24T23:38:21.916678+00:00",
   "writerId": "5c9906c400e2442789cb0c734d70dc03"
 }