diff --git a/.modelhub_state/account_capacity.json b/.modelhub_state/account_capacity.json
index 084157c2fd..9a1d0bd728 100644
--- a/.modelhub_state/account_capacity.json
+++ b/.modelhub_state/account_capacity.json
@@ -2,53 +2,53 @@
   "accounts": {
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-  "updatedAt": "2026-10-25T15:14:23.443885+00:00",
+  "updatedAt": "2026-10-25T15:33:52.443643+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index d253752076..ae1d1cb1d1 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
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-  "generatedAt": "2026-10-25T15:32:14.153964+00:00",
+  "generatedAt": "2026-10-25T15:33:51.071450+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 27b8895da5..d00d595753 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -1,5 +1,5 @@
 {
-  "communityAttemptedAt": "2026-10-25T15:28:50.257419+00:00",
+  "communityAttemptedAt": "2026-10-25T15:34:23.376586+00:00",
   "communityError": "ModelHubAPIError: 分页大小不能超过100",
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@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-25T15:32:14.262296+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 3675427186..d123330244 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T15:32:14.262296+00:00",
+  "catalogUpdatedAt": "2026-10-25T15:34:23.376586+00:00",
   "configuredTaskTypes": [
     "text-generation"
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@@ -56,7 +56,7 @@
     "time-series-forecasting"
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-  "generatedAt": "2026-10-25T15:32:15.601374+00:00",
+  "generatedAt": "2026-10-25T15:35:40.549262+00:00",
   "gpuCatalog": {
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@@ -150,29 +150,37 @@
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Ascend_910-b4": {
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Ascend_910-b4": {
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         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T15:18:54.106618+00:00"
+      "updatedAt": "2026-10-25T15:35:30.774063+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Biren_166m": {
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Biren_166m": {
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       ],
-      "updatedAt": "2026-10-25T15:22:16.655871+00:00"
+      "updatedAt": "2026-10-25T15:35:30.734227+00:00"
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Cambricon_mlu-370-x4": {
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Cambricon_mlu-370-x4": {
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         "text-to-image-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T15:18:54.076750+00:00"
+      "updatedAt": "2026-10-25T15:35:30.861654+00:00"
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Iluvatar_bi-150": {
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T15:35:30.813721+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Iluvatar_bi-150": {
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@@ -183,36 +191,62 @@
         "vision_classification",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T15:22:16.605194+00:00"
+      "updatedAt": "2026-10-25T15:35:30.701656+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|MetaX_c-500": {
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4.1-Flash-1017-EXL3-2.7bpw|2026-10-19T17:18:25+00:00|Kunlunxin_p-800": {
       "taskTypes": [
-        "feature_emb",
-        "text-generation",
-        "visual-multi-modal"
+        "text-generation"
       ],
-      "updatedAt": "2026-10-25T15:09:25.001403+00:00"
+      "updatedAt": "2026-10-25T15:35:30.664293+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Mthreads_s4000": {
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Ascend_910-b4": {
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Ascend_910-b4": {
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         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T15:30:33.973861+00:00"
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     },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Biren_166m": {
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       ],
-      "updatedAt": "2026-10-25T15:30:33.933034+00:00"
+      "updatedAt": "2026-10-25T15:35:19.590029+00:00"
+    },
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Cambricon_mlu-370-x4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T15:35:19.718583+00:00"
+    },
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Cambricon_mlu-370-x8": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T15:35:19.671150+00:00"
+    },
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+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": "2026-10-25T15:35:19.552191+00:00"
+    },
+    "https://modelscope.cn/models/Aleph-Alpha/Kolibri-1|2026-10-20T12:54:20+00:00|Kunlunxin_p-800": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-25T15:35:19.513805+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Cambricon_mlu-370-x4": {
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@@ -230,47 +264,6 @@
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     },
-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Iluvatar_bi-150": {
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-      "updatedAt": "2026-10-25T15:30:33.882348+00:00"
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-    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-25T15:27:45+00:00|Kunlunxin_p-800": {
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b4": {
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-      "updatedAt": "2026-10-25T15:18:56.762511+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-25T15:22:17.674594+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Cambricon_mlu-370-x4": {
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-      "updatedAt": "2026-10-25T15:18:56.706291+00:00"
-    },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Cambricon_mlu-370-x8": {
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         "text-generation",
@@ -279,62 +272,12 @@
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       "updatedAt": "2026-10-25T15:30:36.437812+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Iluvatar_bi-150": {
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-        "text-generation",
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-      "updatedAt": "2026-10-25T15:22:17.623732+00:00"
-    },
     "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Kunlunxin_p-800": {
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         "text-generation"
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       "updatedAt": "2026-10-25T15:30:36.385885+00:00"
     },
-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|MetaX_c-500": {
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-      "updatedAt": "2026-10-25T15:11:05.501102+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Mthreads_s4000": {
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-      "updatedAt": "2026-10-25T15:20:38.979122+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Ascend_910-b4": {
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-      "updatedAt": "2026-10-25T15:18:56.880973+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-25T15:22:17.772897+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Cambricon_mlu-370-x4": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-25T15:18:56.826865+00:00"
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     "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Cambricon_mlu-370-x8": {
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@@ -343,47 +286,12 @@
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       "updatedAt": "2026-10-25T15:30:36.544374+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Iluvatar_bi-150": {
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     "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|Kunlunxin_p-800": {
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       "updatedAt": "2026-10-25T15:30:36.470340+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|MetaX_c-500": {
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-25T15:22:17.681599+00:00"
-    },
-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Cambricon_mlu-370-x4": {
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-      "updatedAt": "2026-10-25T15:18:56.706156+00:00"
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     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Cambricon_mlu-370-x8": {
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@@ -392,55 +300,12 @@
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Iluvatar_bi-150": {
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-        "text-to-image-generation",
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-      "updatedAt": "2026-10-25T15:22:17.623532+00:00"
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     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-DFlash-GGUF|2026-10-21T18:16:46+00:00|Kunlunxin_p-800": {
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       "updatedAt": "2026-10-25T15:30:36.328028+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Ascend_910-b4": {
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-        "visual-multi-modal"
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-      "updatedAt": "2026-10-25T15:18:56.762492+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Biren_166m": {
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-      "updatedAt": "2026-10-25T15:22:17.667141+00:00"
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-    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Cambricon_mlu-370-x4": {
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     "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|Cambricon_mlu-370-x8": {
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@@ -449,55 +314,12 @@
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@@ -6755,6 +6682,6 @@
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-  "taskTreeUpdatedAt": "2026-10-25T15:32:14.262296+00:00",
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 05ec621f78..3751c08405 100644
--- a/.modelhub_state/recovery_intents.jsonl
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diff --git a/manifest.json b/manifest.json
index b84fe2a2f3..b7f9ce11bb 100644
--- a/manifest.json
+++ b/manifest.json
@@ -1,25 +1,25 @@
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