diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index d48c0cad8a..ce08ab5ab8 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -434,7 +434,7 @@
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-  "generatedAt": "2026-09-21T16:59:46.730319+00:00",
+  "generatedAt": "2026-09-21T17:01:06.757124+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index 25978b9242..c958619b3d 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-09-21T16:59:46.730319+00:00",
+  "catalogUpdatedAt": "2026-09-21T17:01:06.757124+00:00",
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@@ -56,7 +56,7 @@
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+  "generatedAt": "2026-09-21T17:03:13.850972+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -150,6 +150,18 @@
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   "modelGpuTaskTypes": {
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+      ],
+      "updatedAt": "2026-09-21T17:01:51.048890+00:00"
+    },
+    "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Kunlunxin_p-800": {
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@@ -161,14 +173,14 @@
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         "visual-multi-modal"
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@@ -176,82 +188,158 @@
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+        "visual-multi-modal"
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+    },
+    "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|Vastai_va16": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-09-21T17:02:16.189483+00:00"
+    },
+    "https://modelscope.cn/models/Inferact/GLM-5.3-NVFP4|2026-08-28T19:40:14+00:00|hygon_k100-ai": {
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+        "text-generation",
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+        "visual-multi-modal"
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     "https://modelscope.cn/models/Inferact/Kimi-K3-DSpark-Block5|2026-08-26T05:30:04+00:00|Ascend_910-b3": {
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@@ -259,7 +347,7 @@
         "text-to-image-generation",
         "visual-multi-modal"
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@@ -267,13 +355,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-21T16:27:26.912878+00:00"
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     "https://modelscope.cn/models/Inferact/Kimi-K3-DSpark-Block5|2026-08-26T05:30:04+00:00|Biren_166m": {
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@@ -281,7 +369,7 @@
         "text-to-image-generation",
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@@ -289,7 +377,7 @@
         "text-to-image-generation",
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@@ -302,7 +390,7 @@
         "vision_classification",
         "visual-multi-modal"
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-      "updatedAt": "2026-09-21T16:27:28.319352+00:00"
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@@ -311,13 +399,13 @@
         "text-to-image-generation",
         "visual-multi-modal"
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@@ -325,20 +413,20 @@
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@@ -346,92 +434,85 @@
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-    "https://modelscope.cn/models/IntervitensInc/kek_mk3|2026-09-21T14:46:56+00:00|hygon_k100-ai": {
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-    "https://modelscope.cn/models/JXW7777/TGAI_NB|2026-09-20T06:13:38+00:00|Biren_166m": {
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@@ -4717,14 +4673,14 @@
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@@ -4732,7 +4688,7 @@
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@@ -4740,7 +4696,7 @@
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@@ -4748,7 +4704,7 @@
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@@ -4756,14 +4712,14 @@
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@@ -4771,7 +4727,7 @@
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@@ -4779,7 +4735,7 @@
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@@ -4787,7 +4743,7 @@
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@@ -4795,7 +4751,7 @@
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@@ -4819,7 +4767,7 @@
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@@ -4827,14 +4775,14 @@
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     "https://modelscope.cn/models/nm-testing/nonuniform|2026-08-24T18:26:59+00:00|hygon_k100-ai": {
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@@ -4842,7 +4790,7 @@
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     "https://modelscope.cn/models/nm-testing/tinyllama-marlin24-w4a16-group128|2026-08-24T18:28:40+00:00|Cambricon_mlu-370-x4": {
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@@ -4850,14 +4798,14 @@
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     "https://modelscope.cn/models/nm-testing/tinyllama-marlin24-w4a16-group128|2026-08-24T18:28:40+00:00|hygon_k100-ai": {
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@@ -4865,7 +4813,7 @@
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     "https://modelscope.cn/models/nm-testing/tinyllama-one-shot-w4a16-group-packed|2026-08-24T17:58:05+00:00|Ascend_910-b3": {
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@@ -4873,7 +4821,7 @@
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     "https://modelscope.cn/models/nm-testing/tinyllama-one-shot-w4a16-group-packed|2026-08-24T17:58:05+00:00|Cambricon_mlu-370-x4": {
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@@ -4881,7 +4829,7 @@
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-      "updatedAt": "2026-09-21T16:27:55.125480+00:00"
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     "https://modelscope.cn/models/nm-testing/tinyllama-one-shot-w4a16-group-packed|2026-08-24T17:58:05+00:00|hygon_k100-ai": {
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@@ -4889,7 +4837,7 @@
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-      "updatedAt": "2026-09-21T16:27:55.155356+00:00"
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     "https://modelscope.cn/models/nm-testing/tinyllama-oneshot-w4a16-channel-v2|2026-08-24T16:10:08+00:00|Ascend_910-b3": {
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@@ -4897,7 +4845,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-21T16:27:58.838689+00:00"
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     "https://modelscope.cn/models/nm-testing/tinyllama-oneshot-w4a16-channel-v2|2026-08-24T16:10:08+00:00|Ascend_910-b4": {
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@@ -4905,7 +4853,7 @@
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     "https://modelscope.cn/models/nm-testing/tinyllama-oneshot-w4a16-channel-v2|2026-08-24T16:10:08+00:00|Cambricon_mlu-370-x4": {
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@@ -4913,7 +4861,7 @@
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-      "updatedAt": "2026-09-21T16:27:58.868513+00:00"
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     "https://modelscope.cn/models/nm-testing/tinyllama-oneshot-w4a16-channel-v2|2026-08-24T16:10:08+00:00|hygon_k100-ai": {
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@@ -4921,7 +4869,7 @@
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     "https://modelscope.cn/models/nm-testing/tinyllama-oneshot-w4a16-group128-v2|2026-08-24T16:01:21+00:00|Ascend_910-b3": {
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@@ -4929,7 +4877,7 @@
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     "https://modelscope.cn/models/nm-testing/tinyllama-oneshot-w4a16-group128-v2|2026-08-24T16:01:21+00:00|Ascend_910-b4": {
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@@ -4937,7 +4885,7 @@
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     "https://modelscope.cn/models/nm-testing/tinyllama-oneshot-w4a16-group128-v2|2026-08-24T16:01:21+00:00|Cambricon_mlu-370-x4": {
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@@ -4945,14 +4893,14 @@
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-      "updatedAt": "2026-09-21T16:27:59.167949+00:00"
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     "https://modelscope.cn/models/nm-testing/tinyllama-oneshot-w4a16-group128-v2|2026-08-24T16:01:21+00:00|Mthreads_s4000": {
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     "https://modelscope.cn/models/nm-testing/tinyllama-oneshot-w4a16-group128-v2|2026-08-24T16:01:21+00:00|hygon_k100-ai": {
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@@ -4960,7 +4908,7 @@
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     "https://modelscope.cn/models/nm-testing/tinyllama-oneshot-w8-channel-a8-tensor|2026-08-24T15:42:55+00:00|Ascend_910-b3": {
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@@ -4968,7 +4916,7 @@
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     "https://modelscope.cn/models/nm-testing/tinyllama-oneshot-w8-channel-a8-tensor|2026-08-24T15:42:55+00:00|Ascend_910-b4": {
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@@ -4976,7 +4924,7 @@
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     "https://modelscope.cn/models/nm-testing/tinyllama-oneshot-w8-channel-a8-tensor|2026-08-24T15:42:55+00:00|Cambricon_mlu-370-x4": {
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@@ -4984,7 +4932,7 @@
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@@ -5887,7 +5881,7 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-21T16:27:28.486609+00:00"
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@@ -5895,7 +5889,7 @@
         "text-to-image-generation",
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@@ -5904,13 +5898,13 @@
         "text-to-image-generation",
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-      "updatedAt": "2026-09-21T16:27:28.451029+00:00"
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-      "updatedAt": "2026-09-21T16:27:28.855852+00:00"
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@@ -5918,13 +5912,13 @@
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-      "updatedAt": "2026-09-21T16:27:28.772778+00:00"
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-      "updatedAt": "2026-09-21T16:27:28.954002+00:00"
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@@ -6607,6 +6601,6 @@
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-  "taskTreeUpdatedAt": "2026-09-21T16:59:46.730319+00:00",
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diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index 1c1692509b..bf3a5fa99e 100644
--- a/.modelhub_state/recovery_intents.jsonl
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diff --git a/manifest.json b/manifest.json
index 9e53f57ae1..aa4f4d6759 100644
--- a/manifest.json
+++ b/manifest.json
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