state: generation 7199 (cycle)

.modelhub_state/architecture_compatibility_blacklist.json

@@ -1502,7 +1502,7 @@
       "taskType": "text-generation"
     }
   },
-  "generatedAt": "2026-09-14T13:38:16.484892+00:00",
+  "generatedAt": "2026-09-14T13:41:05.946466+00:00",
   "summary": {
     "activeBlockCount": 75,
     "byGpuFramework": {

.modelhub_state/architecture_history_backfill.json

@@ -51,7 +51,7 @@
     "4": {
       "complete": false,
       "lastError": "ModelHubAPIError: 系统错误",
-      "listingErrors": 523,
+      "listingErrors": 524,
       "nextPage": 1,
       "recordsScanned": 0,
       "uniqueRecords": 0
@@ -102,12 +102,12 @@
   "cutoffAt": "2026-09-04T03:55:51.365685+00:00",
   "failureLogsInspected": 0,
   "mode": "incremental_decision_only",
-  "nextAccountIndex": 4,
+  "nextAccountIndex": 5,
   "recordsScanned": 0,
   "seenTaskIds": [],
   "startedAt": "2026-09-04T03:55:51.365685+00:00",
   "terminalRecords": 0,
   "uniqueRecords": 0,
-  "updatedAt": "2026-09-14T13:38:16.460283+00:00",
+  "updatedAt": "2026-09-14T13:41:05.921665+00:00",
   "version": 1
 }

.modelhub_state/market_intelligence.json

@@ -416,7 +416,7 @@
     }
   },
   "frameworkUpdatedAt": null,
-  "generatedAt": "2026-09-14T13:36:24.585209+00:00",
+  "generatedAt": "2026-09-14T13:39:25.915431+00:00",
   "gpuStats": {
     "Ascend_910-b3": {
       "available": true,

.modelhub_state/outcome_checkpoint.json

@@ -1,6 +1,6 @@
 {
-  "generatedAt": "2026-09-14T12:52:56.661975+00:00",
+  "generatedAt": "2026-09-14T13:39:17.251234+00:00",
-  "lastSyncTime": "2026-09-14T12:52:56.414008+00:00",
+  "lastSyncTime": "2026-09-14T13:39:17.210528+00:00",
   "recentLimit": 300,
   "report": {
     "architectureCompatibilityBlocks": {
@@ -1937,9 +1937,9 @@
       },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation": {
         "attributableFailureCount": 10,
-        "decisionFailureRate": 0.8333,
+        "decisionFailureRate": 0.7692,
-        "decisionSuccessRate": 0.1667,
+        "decisionSuccessRate": 0.2308,
-        "decisionTotal": 12,
+        "decisionTotal": 13,
         "failureBreakdown": {
           "ambiguous_runtime": 6,
           "backend_operator": 3,
@@ -1948,16 +1948,16 @@
           "runtime_memory": 2
         },
         "failureCount": 16,
-        "failureRate": 0.8889,
+        "failureRate": 0.8421,
         "framework": "vllm_0_17_0_corex_4_4_0",
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
-        "successCount": 2,
+        "successCount": 3,
-        "successRate": 0.1111,
+        "successRate": 0.1579,
         "targetGpu": "Iluvatar_bi-150",
         "taskType": "text-generation",
-        "total": 18,
+        "total": 19,
         "unresolvedFailureCount": 6
       },
       "Iluvatar_bi-150|vllm|text-generation": {
@@ -2609,9 +2609,9 @@
       },
       "vllm_0_17_0_corex_4_4_0": {
         "attributableFailureCount": 10,
-        "decisionFailureRate": 0.8333,
+        "decisionFailureRate": 0.7692,
-        "decisionSuccessRate": 0.1667,
+        "decisionSuccessRate": 0.2308,
-        "decisionTotal": 12,
+        "decisionTotal": 13,
         "failureBreakdown": {
           "ambiguous_runtime": 6,
           "backend_operator": 3,
@@ -2620,13 +2620,13 @@
           "runtime_memory": 2
         },
         "failureCount": 16,
-        "failureRate": 0.8889,
+        "failureRate": 0.8421,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
-        "successCount": 2,
+        "successCount": 3,
-        "successRate": 0.1111,
+        "successRate": 0.1579,
-        "total": 18,
+        "total": 19,
         "unresolvedFailureCount": 6
       },
       "vllm_fix_tokenizer": {
@@ -2672,7 +2672,7 @@
         "unresolvedFailureCount": 1
       }
     },
-    "generatedAt": "2026-09-14T12:52:56.657075+00:00",
+    "generatedAt": "2026-09-14T13:39:17.246661+00:00",
     "gpuSummaries": {
       "Ascend_910-b3": {
         "attributableFailureCount": 35,
@@ -2812,9 +2812,9 @@
       },
       "Iluvatar_bi-150": {
         "attributableFailureCount": 37,
-        "decisionFailureRate": 0.8222,
+        "decisionFailureRate": 0.8043,
-        "decisionSuccessRate": 0.1778,
+        "decisionSuccessRate": 0.1957,
-        "decisionTotal": 45,
+        "decisionTotal": 46,
         "failureBreakdown": {
           "ambiguous_runtime": 14,
           "backend_operator": 6,
@@ -2826,13 +2826,13 @@
           "验证失败": 30
         },
         "failureCount": 83,
-        "failureRate": 0.9121,
+        "failureRate": 0.9022,
         "pendingCount": 0,
         "pendingRate": 0.0,
         "platformFailureCount": 0,
-        "successCount": 8,
+        "successCount": 9,
-        "successRate": 0.0879,
+        "successRate": 0.0978,
-        "total": 91,
+        "total": 92,
         "unresolvedFailureCount": 46
       },
       "Iluvatar_mrv-100": {
@@ -3618,6 +3618,27 @@
         "total": 1,
         "unresolvedFailureCount": 0
       },
+      "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|qwen2|none": {
+        "attributableFailureCount": 0,
+        "decisionFailureRate": 0.0,
+        "decisionSuccessRate": 1.0,
+        "decisionTotal": 1,
+        "failureBreakdown": {},
+        "failureCount": 0,
+        "failureRate": 0.0,
+        "framework": "vllm_0_17_0_corex_4_4_0",
+        "modelType": "qwen2",
+        "pendingCount": 0,
+        "pendingRate": 0.0,
+        "platformFailureCount": 0,
+        "quantizationMethod": "none",
+        "successCount": 1,
+        "successRate": 1.0,
+        "targetGpu": "Iluvatar_bi-150",
+        "taskType": "text-generation",
+        "total": 1,
+        "unresolvedFailureCount": 0
+      },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|qwen3_5_moe|compressed-tensors": {
         "attributableFailureCount": 0,
         "decisionFailureRate": 0.0,
@@ -6344,6 +6365,28 @@
         "total": 1,
         "unresolvedFailureCount": 0
       },
+      "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|qwen2|none|31": {
+        "attributableFailureCount": 0,
+        "decisionFailureRate": 0.0,
+        "decisionSuccessRate": 1.0,
+        "decisionTotal": 1,
+        "failureBreakdown": {},
+        "failureCount": 0,
+        "failureRate": 0.0,
+        "framework": "vllm_0_17_0_corex_4_4_0",
+        "loadSizeLog2Bucket": 31,
+        "modelType": "qwen2",
+        "pendingCount": 0,
+        "pendingRate": 0.0,
+        "platformFailureCount": 0,
+        "quantizationMethod": "none",
+        "successCount": 1,
+        "successRate": 1.0,
+        "targetGpu": "Iluvatar_bi-150",
+        "taskType": "text-generation",
+        "total": 1,
+        "unresolvedFailureCount": 0
+      },
       "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0|text-generation|qwen3_5_moe|compressed-tensors|34": {
         "attributableFailureCount": 0,
         "decisionFailureRate": 0.0,
@@ -8311,13 +8354,13 @@
         "unresolvedFailureCount": 0
       }
     },
-    "terminalRecords": 1838,
+    "terminalRecords": 1839,
-    "totalRecords": 1931,
+    "totalRecords": 1932,
     "totals": {
       "attributableFailureCount": 553,
-      "decisionFailureRate": 0.9021,
+      "decisionFailureRate": 0.9007,
-      "decisionSuccessRate": 0.0979,
+      "decisionSuccessRate": 0.0993,
-      "decisionTotal": 613,
+      "decisionTotal": 614,
       "failureBreakdown": {
         "ambiguous_runtime": 437,
         "backend_operator": 43,
@@ -8332,13 +8375,13 @@
         "验证失败": 673
       },
       "failureCount": 1778,
-      "failureRate": 0.9674,
+      "failureRate": 0.9668,
       "pendingCount": 0,
       "pendingRate": 0.0,
       "platformFailureCount": 6,
-      "successCount": 60,
+      "successCount": 61,
-      "successRate": 0.0326,
+      "successRate": 0.0332,
-      "total": 1838,
+      "total": 1839,
       "unresolvedFailureCount": 1219
     },
     "warnings": [
@@ -8377,6 +8420,6 @@
     ]
   },
   "storageMode": "decision_state_only",
-  "summarizedRecords": 1931,
+  "summarizedRecords": 1932,
   "version": 1
 }

manifest.json

@@ -1,24 +1,24 @@
 {
   "agentVersion": "2026.09.04.4",
   "checksums": {
-    ".modelhub_state/architecture_compatibility_blacklist.json": "44541a0f253e912222d0f3579f66b5bec27f57ba2cc43f89d5ec5e408e17abf0",
+    ".modelhub_state/architecture_compatibility_blacklist.json": "9b447f651bd31622565212dbdd409efe365411d8ee8e4950117097309c8e9b3e",
-    ".modelhub_state/architecture_history_backfill.json": "ba07228fa3ec6f4c5f22c81573c4ab3bbbf5f60ccd018d795f26b95605768aad",
+    ".modelhub_state/architecture_history_backfill.json": "85a47fa7d5fc70d6df54778c420e38f8ff36251e1e680f31e60296f0c2ecf741",
-    ".modelhub_state/market_intelligence.json": "562bc87c5cde20d90928ebd7eb22e028cbc8ebe270f6508d1a5d2f2bea204f2f",
+    ".modelhub_state/market_intelligence.json": "af4357ce8ce4a07e2428d0c385a90af221cf0c311f909077ee7835680f6d72ee",
-    ".modelhub_state/official_capabilities.json": "161352dd8f46f9610317bb7b4ccc8db3f4942ab553d17adc600ef0a2723ad83f",
+    ".modelhub_state/official_capabilities.json": "68732f893927c10a084dc11454cf3a3a09dc5fd5050f6ff85be008417be2939f",
-    ".modelhub_state/outcome_checkpoint.json": "f4ac1bd5f1087960e183fa4e411cc2885eae544821a64322e714ccebd46ba979",
+    ".modelhub_state/outcome_checkpoint.json": "5400831eb17708c18b4c1ea4977ee50ba893573990c2b74ef85dc40b2a1fe779",
     ".modelhub_state/queue_cleanup_latest.json": "e5d9b334b2784235be02767778d1d31aa5d889dbe0cdb9bf65bb77a097c78531",
     ".modelhub_state/recent_outcomes.jsonl": "f62e11c68c0ca50f8cfde5a7de13fe96489f8b54eeda09296048ebe1a3c99777",
-    ".modelhub_state/recovery_active_tasks.jsonl": "3faefd18c0609cde917c96453fd53a693ba2412617fd1ec7d9bf64c81e8e6f9c",
+    ".modelhub_state/recovery_active_tasks.jsonl": "329a0c4f103d38e2ee15c91bb5041c35af8d4b049d295e93a0826297795b8769",
-    ".modelhub_state/recovery_intents.jsonl": "7074d369d66bee3382bd568f4898e005bad624c5415ca090baf88ca0650ff402",
+    ".modelhub_state/recovery_intents.jsonl": "45b6eeb97be4e5b6b3f42efc4a3035629d9463ce19c2cc39f19c7aa774b4a256",
     ".modelhub_state/routing_intelligence.json": "f1eb60ecb12af0d8af5a13c951f952b08a525f68c88234e64209c12e5c27a28c",
     ".modelhub_state/submission_exclusions.jsonl": "632739c6cd6a2dd2237572ba18e6a390c5aa37ce56a18a2c1341d78569421552",
     ".modelhub_state/worker_crashes.jsonl": "53505d335313446ff7094bcb58658b561de55799302fa7bfb49e418e414eebad",
     "ledger/submissions.jsonl": "ee3277881e4974240e4886d6ae783f767d048ca906fc94b5e5f3c43ab51d7c15",
-    "outcomes/submissions.jsonl": "061affe505c82d640e8d7397f722a09a0680a5202a7f2fb89e481352164c9b87"
+    "outcomes/submissions.jsonl": "78ef3cb075d2c529f398ddc24717591741177fbae327d713ef90c6bef1ab6c9d"
   },
-  "generation": 7198,
+  "generation": 7199,
   "phase": "cycle",
   "schemaVersion": 1,
-  "updatedAt": "2026-09-14T13:38:16.569779+00:00",
+  "updatedAt": "2026-09-14T13:41:06.452294+00:00",
   "writerId": "69701e73196b4ac2b3fad0f412335168"
 }

outcomes/submissions.jsonl

@@ -114,7 +114,6 @@
 {"failReason": null, "framework": "llamacpp", "lastSyncTime": "2026-09-05T21:42:08.215400+00:00", "modelId": "LiquidAI/LFM2.5-8B-A1B-DSpark-GGUF", "modelProfile": {"architectures": [], "configFingerprint": "49c09622b187326c7d52c77c501ea1ed17ae85611b418c974c6d1dd95d2ec84c", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 356491104, "estimatedRequiredGiB": 1.363, "gpuMemoryEvidence": {"memoryGiB": 48.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 48.0, "maximumRepositorySizeGiB": 40.0, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": null, "modelscopeFileSize": 1219879026, "modelscopeLicense": "other", "modelscopeParams": 327707521, "modelscopeTags": ["license:other", "library:gguf", "library:pytorch", "task:text-generation", "custom_tag:speculative-decoding", "custom_tag:dspark", "custom_tag:lfm2", "custom_tag:draft-model", "custom_tag:gguf", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 1219879026}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-05T13:40:05.806797+00:00", "targetGpu": "Mthreads_s4000", "taskId": "4649761", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_0_17_0_corex_4_4_0", "lastSyncTime": "2026-09-05T21:50:41.400421+00:00", "modelId": "ornith-ai/Ornith-1.5-35B-A3B-MLX-6bit", "modelProfile": {"architectures": ["Qwen3_5MoeForConditionalGeneration"], "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 28168623119, "estimatedRequiredGiB": 31.505, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "modelhub_preflight_oom:24"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5_moe", "modelscopeFileSize": 28190535646, "modelscopeLicense": null, "modelscopeParams": 7584230528, "modelscopeTags": ["model_type:qwen3_5_moe", "library:mlx", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:mlx"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 28190535646}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-05T13:43:45.755060+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4649829", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_0_17_0_corex_4_4_0", "lastSyncTime": "2026-09-05T22:00:13.693262+00:00", "modelId": "r0b0tlab/Qwen3.8-27B-NVFP4-MTP-sm121", "modelProfile": {"architectures": ["Qwen3_5ForConditionalGeneration"], "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 21921675140, "estimatedRequiredGiB": 24.525, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "modelhub_preflight_oom:24"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen3_5", "modelscopeFileSize": 21944922993, "modelscopeLicense": "apache-2.0", "modelscopeParams": 18589348592, "modelscopeTags": ["license:apache-2.0", "model_type:qwen3_5", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:nvfp4", "custom_tag:vllm", "custom_tag:sm121", "custom_tag:gb10", "custom_tag:dgx-spark", "custom_tag:mtp", "custom_tag:speculative-decoding", "custom_tag:modelopt"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "modelopt", "repositoryOnDiskBytes": 21944922993}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-05T13:52:09.758631+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4650028", "taskType": "text-generation", "verifyResult": null}
-{"failReason": null, "framework": "vllm_0_17_0_corex_4_4_0", "lastSyncTime": "2026-09-05T22:00:13.693287+00:00", "modelId": "FlagRelease/DeepSeek-R1-Distill-Qwen-1.5B-mthreads-FlagOS", "modelProfile": {"architectures": ["Qwen2ForCausalLM"], "configFingerprint": "1cc16a7df03cf7b1485e2fda7e5c05e286a546d04e80bdd595c015004b3852a8", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 3554214621, "estimatedRequiredGiB": 3.984, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "modelhub_preflight_oom:24"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "qwen2", "modelscopeFileSize": 3564406686, "modelscopeLicense": "apache-2.0", "modelscopeParams": 1777088000, "modelscopeTags": ["license:apache-2.0", "model_type:qwen2", "library:safetensors", "library:pytorch", "task:text-generation"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 3564406686}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-05T13:55:22.931577+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4650076", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "llamacpp", "lastSyncTime": "2026-09-05T22:35:47.104165+00:00", "modelId": "LiquidAI/LFM2.5-8B-A1B-DSpark-GGUF", "modelProfile": {"architectures": [], "configFingerprint": "99fcfb5673a881c74d82451063f2e7a90a328c33bce1e63a9d0bf3ccffd99170", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 356491104, "estimatedRequiredGiB": 1.363, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "modelhub_preflight_oom:24"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": null, "modelscopeFileSize": 1219879026, "modelscopeLicense": "other", "modelscopeParams": 327707521, "modelscopeTags": ["license:other", "library:gguf", "library:pytorch", "task:text-generation", "custom_tag:speculative-decoding", "custom_tag:dspark", "custom_tag:lfm2", "custom_tag:draft-model", "custom_tag:gguf", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 1219879026}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-05T14:30:50.543106+00:00", "targetGpu": "Iluvatar_bi-150", "taskId": "4650543", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "llamacpp", "lastSyncTime": "2026-09-05T22:44:15.950234+00:00", "modelId": "LiquidAI/LFM2.5-8B-A1B-DSpark-GGUF", "modelProfile": {"architectures": [], "configFingerprint": "05c5a771e8ede0f61c61c1696314e8cb295d87d07704eedc68e43f7483931e45", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 356491104, "estimatedRequiredGiB": 1.363, "gpuMemoryEvidence": {"memoryGiB": 64.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 64.0, "maximumRepositorySizeGiB": 53.333, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": null, "modelscopeFileSize": 1219879026, "modelscopeLicense": "other", "modelscopeParams": 327707521, "modelscopeTags": ["license:other", "library:gguf", "library:pytorch", "task:text-generation", "custom_tag:speculative-decoding", "custom_tag:dspark", "custom_tag:lfm2", "custom_tag:draft-model", "custom_tag:gguf", "deploy:swingdeploy"], "modelscopeTasks": ["text-generation"], "quantizationMethod": null, "repositoryOnDiskBytes": 1219879026}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-05T14:39:36.525018+00:00", "targetGpu": "Ascend_910-b3", "taskId": "4650654", "taskType": "text-generation", "verifyResult": null}
 {"failReason": null, "framework": "vllm_fix_tokenizer", "lastSyncTime": "2026-09-06T00:23:33.113639+00:00", "modelId": "solidrust/Llama-3-8B-Instruct-DPO-v0.1-AWQ", "modelProfile": {"architectures": ["LlamaForCausalLM"], "configFingerprint": "cbe5569cdb6c42553436b837dd5b8f0cfa03334642a56f4ff0137f952f8eb84b", "configOptimization": {"applied": false, "source": "official"}, "configSource": "modelhub_live", "estimatedLoadBytes": 5727954960, "estimatedRequiredGiB": 6.412, "gpuMemoryEvidence": {"memoryGiB": 32.0, "source": "local_modelhub_preflight_oom"}, "gpuMemoryGiB": 32.0, "maximumRepositorySizeGiB": 26.667, "memorySizingBasis": "recursive_repository_on_disk", "modelCard": {}, "modelType": "llama", "modelscopeFileSize": 5737317601, "modelscopeLicense": "other", "modelscopeParams": 8030269440, "modelscopeTags": ["license:other", "model_type:llama", "library:transformer", "library:safetensors", "library:pytorch", "task:text-generation", "custom_tag:4-bit", "custom_tag:AWQ", "custom_tag:text-generation", "custom_tag:autotrain_compatible", "custom_tag:endpoints_compatible", "custom_tag:axolotl", "custom_tag:finetune", "custom_tag:facebook", "custom_tag:meta", "custom_tag:pytorch", "custom_tag:llama", "custom_tag:llama-3"], "modelscopeTasks": ["text-generation"], "quantizationMethod": "awq", "repositoryOnDiskBytes": 5737317601}, "outcome": "pending", "status": "waiting", "submitTime": "2026-09-05T16:20:38.385517+00:00", "targetGpu": "Vastai_va16", "taskId": "4651796", "taskType": "text-generation", "verifyResult": null}