From ae9948c55aec5e9084bcd30e510758ba7ffe5414 Mon Sep 17 00:00:00 2001
From: CoolBoy <2269097679@qq.com>
Date: Mon, 5 Oct 2026 03:06:01 +0000
Subject: [PATCH] state: generation 20707 (cycle)

---
 .modelhub_state/market_intelligence.json   |   2 +-
 .modelhub_state/official_capabilities.json | 495 ++++++++-------------
 manifest.json                              |   8 +-
 3 files changed, 193 insertions(+), 312 deletions(-)

diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 64f997630a..514b9a62ac 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -434,7 +434,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-10-05T03:03:26.572057+00:00",
+  "generatedAt": "2026-10-05T03:05:32.160091+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,
diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index e494d9d5da..ff07b4e56e 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-05T03:03:26.572057+00:00",
+  "catalogUpdatedAt": "2026-10-05T03:05:32.160091+00:00",
   "configuredTaskTypes": [
     "text-generation"
   ],
@@ -56,7 +56,7 @@
     "time-series-forecasting"
   ],
   "errors": [],
-  "generatedAt": "2026-10-05T03:03:28.857905+00:00",
+  "generatedAt": "2026-10-05T03:06:01.282326+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -293,7 +293,7 @@
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-04T23:17:33.043208+00:00"
+      "updatedAt": "2026-10-05T03:05:55.259833+00:00"
     },
     "https://modelscope.cn/models/AtomicChat/Ternary-Bonsai-2-27B-Abliterate-LoRA-GGUF|2026-09-23T18:59:55+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -368,7 +368,7 @@
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-04T23:17:31.654847+00:00"
+      "updatedAt": "2026-10-05T03:05:54.337571+00:00"
     },
     "https://modelscope.cn/models/FINAL-Bench/POCKET-KR-GGUF|2026-09-25T12:54:58+00:00|Iluvatar_bi-150": {
       "taskTypes": [
@@ -451,6 +451,12 @@
       ],
       "updatedAt": "2026-10-04T23:32:28.455615+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-d112-500b|2026-10-03T06:18:49+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-05T03:05:50.463946+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-d112-500b|2026-10-03T06:18:49+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -467,19 +473,6 @@
       ],
       "updatedAt": "2026-10-04T23:23:56.128097+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-d112-500b|2026-10-03T06:18:49+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": "2026-10-04T23:21:11.411148+00:00"
-    },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-d112-500b|2026-10-03T06:18:49+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -520,6 +513,12 @@
       ],
       "updatedAt": "2026-10-04T23:32:28.051012+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-d28-336b|2026-10-03T06:20:05+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-05T03:05:50.263583+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-d28-336b|2026-10-03T06:20:05+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -536,19 +535,6 @@
       ],
       "updatedAt": "2026-10-04T23:23:56.060030+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-d28-336b|2026-10-03T06:20:05+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": "2026-10-04T23:21:11.205790+00:00"
-    },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-d28-336b|2026-10-03T06:20:05+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -593,7 +579,7 @@
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-04T23:17:25.579341+00:00"
+      "updatedAt": "2026-10-05T03:05:51.251501+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-huginn-336b|2026-10-03T06:05:12+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -668,7 +654,7 @@
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-04T23:17:25.448301+00:00"
+      "updatedAt": "2026-10-05T03:05:51.057202+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-huginn-500b|2026-10-03T06:06:18+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -739,6 +725,12 @@
       ],
       "updatedAt": "2026-10-04T23:32:28.852603+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-middle-336b|2026-10-03T06:14:10+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-05T03:05:50.663137+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-middle-336b|2026-10-03T06:14:10+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -755,19 +747,6 @@
       ],
       "updatedAt": "2026-10-04T23:23:56.253815+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-middle-336b|2026-10-03T06:14:10+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": "2026-10-04T23:21:11.604349+00:00"
-    },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-middle-336b|2026-10-03T06:14:10+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -808,6 +787,12 @@
       ],
       "updatedAt": "2026-10-04T23:32:28.451953+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-middle-prelude-injection-336b|2026-10-03T06:19:08+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-05T03:05:50.463919+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-middle-prelude-injection-336b|2026-10-03T06:19:08+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -824,19 +809,6 @@
       ],
       "updatedAt": "2026-10-04T23:23:56.124877+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-middle-prelude-injection-336b|2026-10-03T06:19:08+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": "2026-10-04T23:21:11.406170+00:00"
-    },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-middle-prelude-injection-336b|2026-10-03T06:19:08+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -881,7 +853,7 @@
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-04T23:17:25.451327+00:00"
+      "updatedAt": "2026-10-05T03:05:51.058328+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-ouro-raw-injection-336b|2026-10-03T06:06:47+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -952,6 +924,12 @@
       ],
       "updatedAt": "2026-10-04T23:32:29.189751+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-shared-hl-336b|2026-10-03T06:09:56+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-05T03:05:50.850638+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-shared-hl-336b|2026-10-03T06:09:56+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -1021,6 +999,12 @@
       ],
       "updatedAt": "2026-10-04T23:32:27.676352+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-split-hl-336b|2026-10-03T06:24:06+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-05T03:05:50.062067+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-split-hl-336b|2026-10-03T06:24:06+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -1037,19 +1021,6 @@
       ],
       "updatedAt": "2026-10-04T23:23:55.842059+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-split-hl-336b|2026-10-03T06:24:06+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": "2026-10-04T23:21:10.960909+00:00"
-    },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-split-hl-336b|2026-10-03T06:24:06+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -1094,7 +1065,7 @@
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-04T23:17:25.173394+00:00"
+      "updatedAt": "2026-10-05T03:05:50.851770+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-split-hl-x2-336b|2026-10-03T06:11:02+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -1112,19 +1083,6 @@
       ],
       "updatedAt": "2026-10-04T23:23:56.381330+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-split-hl-x2-336b|2026-10-03T06:11:02+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": "2026-10-04T23:21:11.797834+00:00"
-    },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-dense-split-hl-x2-336b|2026-10-03T06:11:02+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -1165,6 +1123,12 @@
       ],
       "updatedAt": "2026-10-04T23:32:29.194839+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P1-moe-middle-input-injection-500b|2026-10-03T06:09:47+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-05T03:05:50.855344+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P1-moe-middle-input-injection-500b|2026-10-03T06:09:47+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -1221,6 +1185,12 @@
       ],
       "updatedAt": "2026-10-04T23:32:28.082747+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-d4-m|2026-10-03T06:19:38+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-05T03:05:50.364158+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-d4-m|2026-10-03T06:19:38+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -1237,19 +1207,6 @@
       ],
       "updatedAt": "2026-10-04T23:23:56.081158+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P2-d4-m|2026-10-03T06:19:38+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": "2026-10-04T23:21:11.306940+00:00"
-    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-d4-m|2026-10-03T06:19:38+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -1294,7 +1251,7 @@
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-04T23:17:25.761258+00:00"
+      "updatedAt": "2026-10-05T03:05:51.265699+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-pln5|2026-10-03T05:59:30+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -1365,6 +1322,12 @@
       ],
       "updatedAt": "2026-10-04T23:32:27.753479+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-r5|2026-10-03T06:21:24+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-05T03:05:50.165515+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-r5|2026-10-03T06:21:24+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -1381,19 +1344,6 @@
       ],
       "updatedAt": "2026-10-04T23:23:55.884738+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-r5|2026-10-03T06:21:24+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": "2026-10-04T23:21:11.008963+00:00"
-    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-l-fixed-r5|2026-10-03T06:21:24+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -1434,6 +1384,12 @@
       ],
       "updatedAt": "2026-10-04T23:32:28.050106+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-fixed-pln5|2026-10-03T06:21:14+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-05T03:05:50.165558+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-fixed-pln5|2026-10-03T06:21:14+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -1450,19 +1406,6 @@
       ],
       "updatedAt": "2026-10-04T23:23:55.980424+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-fixed-pln5|2026-10-03T06:21:14+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": "2026-10-04T23:21:11.098065+00:00"
-    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-fixed-pln5|2026-10-03T06:21:14+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -1507,7 +1450,7 @@
       "taskTypes": [
         "text-generation"
       ],
-      "updatedAt": "2026-10-04T23:17:25.355743+00:00"
+      "updatedAt": "2026-10-05T03:05:51.064915+00:00"
     },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-fixed-r5|2026-10-03T06:07:51+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
@@ -1578,6 +1521,12 @@
       ],
       "updatedAt": "2026-10-04T23:32:29.252198+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0p01|2026-10-03T06:12:17+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-05T03:05:50.848903+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0p01|2026-10-03T06:12:17+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -1594,19 +1543,6 @@
       ],
       "updatedAt": "2026-10-04T23:23:56.380986+00:00"
     },
-    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0p01|2026-10-03T06:12:17+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": "2026-10-04T23:21:11.797444+00:00"
-    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0p01|2026-10-03T06:12:17+00:00|Iluvatar_mrv-100": {
       "taskTypes": [
         "asr",
@@ -1647,6 +1583,12 @@
       ],
       "updatedAt": "2026-10-04T23:32:28.849441+00:00"
     },
+    "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0|2026-10-03T06:17:08+00:00|Biren_166m": {
+      "taskTypes": [
+        "text-generation"
+      ],
+      "updatedAt": "2026-10-05T03:05:50.565069+00:00"
+    },
     "https://modelscope.cn/models/IFM/LoopedLM-P2-huginn-m-learned-entropy0|2026-10-03T06:17:08+00:00|Cambricon_mlu-370-x4": {
       "taskTypes": [
         "text-generation",
@@ -1663,19 +1605,6 @@
       ],
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diff --git a/manifest.json b/manifest.json
index d290a4419f..8b3796e2fa 100644
--- a/manifest.json
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-    ".modelhub_state/official_capabilities.json": "6af66023d749c65f2d8168d555153dc099c72965720303cea727908363aad641",
+    ".modelhub_state/market_intelligence.json": "bc85c8e8dd94252c5222316b395e290827eee021d4db59e1e31b4da1ec2976ff",
+    ".modelhub_state/official_capabilities.json": "a5dcd9d2e4e889f2837410320e781dd9b1e0072cc5df4e6be39ceb7af7200ef0",
     ".modelhub_state/outcome_checkpoint.json": "3b0931c3550411f8369e3246acac4c7cafbe3a413d281fbac39a5319f80de949",
     ".modelhub_state/queue_cleanup_latest.json": "73d3f29a4f9db7b9e289242bd87dbd209dc47759f5c0f48e1aeaf7388029df97",
     ".modelhub_state/recent_outcomes.jsonl": "66f65405defcf850f044e43e54c3dc291f18521f309cb9962d861b493cb049ac",
@@ -17,9 +17,9 @@
     "ledger/submissions.jsonl": "3cdc7adad2c8d9842ac32844ee90fd686a25b52a30640e89eeed4dbf66751d35",
     "outcomes/submissions.jsonl": "b0564dee1e7e5e72f9efd729e46358d4dd2c281206bb6639c429a738ac50107b"
   },
-  "generation": 20706,
+  "generation": 20707,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-10-05T03:03:29.255249+00:00",
+  "updatedAt": "2026-10-05T03:06:01.670560+00:00",
   "writerId": "2a476b5b64aa45219c00032efc0102bb"
 }