diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json index 7682df390..ca183478c 100644 --- a/.modelhub_state/architecture_compatibility_blacklist.json +++ b/.modelhub_state/architecture_compatibility_blacklist.json @@ -303,6 +303,44 @@ "targetGpu": "Ascend_910-b3", "taskType": "text-generation" }, + "ascend_910-b4|vllm_tokenizer_patch|text-generation|model_type:gemma4": { + "architectureSignature": "model_type:gemma4", + "architectures": [], + "evidenceCount": 1, + "expiresAt": "2026-10-20T02:52:43.762431+00:00", + "framework": "vllm_tokenizer_patch", + "latestFailureAt": "2026-09-20T02:52:43.762431+00:00", + "latestSuccessfulAt": null, + "matchType": "model_type", + "modelType": "gemma4", + "sourceModelIds": [ + "mlx-community/gemma-4-e4b-it-OptiQ-4bit" + ], + "sourceTaskIds": [ + "4968999" + ], + "targetGpu": "Ascend_910-b4", + "taskType": "text-generation" + }, + "ascend_910-b4|vllm_tokenizer_patch|text-generation|model_type:qwen3_5": { + "architectureSignature": "model_type:qwen3_5", + "architectures": [], + "evidenceCount": 1, + "expiresAt": "2026-10-20T02:52:43.746995+00:00", + "framework": "vllm_tokenizer_patch", + "latestFailureAt": "2026-09-20T02:52:43.746995+00:00", + "latestSuccessfulAt": null, + "matchType": "model_type", + "modelType": "qwen3_5", + "sourceModelIds": [ + "Youssofal/Qwen3.8-27B-MTPLX-Optimized-Speed" + ], + "sourceTaskIds": [ + "4968998" + ], + "targetGpu": "Ascend_910-b4", + "taskType": "text-generation" + }, "ascend_910-b4|vllm|text-generation|architectures:nanbeigeforcausallm": { "architectureSignature": "architectures:nanbeigeforcausallm", "architectures": [ @@ -430,7 +468,7 @@ "ascend_910-b4|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], - "evidenceCount": 6, + "evidenceCount": 4, "expiresAt": "2026-10-17T03:21:21+00:00", "framework": "vllm", "latestFailureAt": "2026-09-17T03:21:21+00:00", @@ -441,15 +479,13 @@ "r0b0tlab/Qwen3.8-27B-NVFP4-MTP-sm121", "ornith-ai/Ornith-1.5-9B-MLX-8bit", "cyankiwi/Ornith-1.5-9B-AWQ-INT4", - "Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B", - "cyankiwi/Ornith-1.5-9B-AWQ-FP8" + "Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B" ], "sourceTaskIds": [ "4610340", "4610335", "4610341", - "4610339", - "4610336" + "4610339" ], "targetGpu": "Ascend_910-b4", "taskType": "text-generation" @@ -948,7 +984,7 @@ "hygon_k100-ai|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], - "evidenceCount": 5, + "evidenceCount": 4, "expiresAt": "2026-10-20T18:51:21+00:00", "framework": "vllm", "latestFailureAt": "2026-09-20T18:51:21+00:00", @@ -959,15 +995,13 @@ "logic65/Qwen3.8-Whittle-w50-18.3B-unrepaired", "ewinregirgojr/Qwen3.8-14B-Instruct-Turbo", "VerStella/Qwen3.8-27B-heretic-ara-W8A8-DCU", - "EschaLabs/Qwen3.8-27B-Escha-W2", - "douyamv/Qwen3.8-27B-FP8" + "EschaLabs/Qwen3.8-27B-Escha-W2" ], "sourceTaskIds": [ "4523697", "4490374", "4460362", - "4595432", - "4609095" + "4595432" ], "targetGpu": "hygon_k100-ai", "taskType": "text-generation" @@ -1378,19 +1412,23 @@ "kunlunxin_p-800|vllm_tokenizer_patch|text-generation|model_type:qwen3_5_moe": { "architectureSignature": "model_type:qwen3_5_moe", "architectures": [], - "evidenceCount": 3, - "expiresAt": "2026-10-20T02:52:51.436311+00:00", + "evidenceCount": 5, + "expiresAt": "2026-10-20T03:09:17.835766+00:00", "framework": "vllm_tokenizer_patch", - "latestFailureAt": "2026-09-20T02:52:51.436311+00:00", + "latestFailureAt": "2026-09-20T03:09:17.835766+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "qwen3_5_moe", "sourceModelIds": [ + "apodex/Apodex-1.1-mini-GPTQ-Int4", + "cyankiwi/Apodex-1.1-mini-AWQ-INT4", "mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B", "primitive-ai/Nex-N2.5-mini-mixed-NVFP4-FP8", "primitive-ai/Nex-N2.5-mini-NVFP4" ], "sourceTaskIds": [ + "4969320", + "4969047", "4969042", "4969040", "4969041" @@ -1398,6 +1436,25 @@ "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation" }, + "kunlunxin_p-800|vllm|text-generation|model_type:deepseek_v4": { + "architectureSignature": "model_type:deepseek_v4", + "architectures": [], + "evidenceCount": 1, + "expiresAt": "2026-10-20T02:52:51.889837+00:00", + "framework": "vllm", + "latestFailureAt": "2026-09-20T02:52:51.889837+00:00", + "latestSuccessfulAt": null, + "matchType": "model_type", + "modelType": "deepseek_v4", + "sourceModelIds": [ + "JANGQ-AI/DeepSeek-V4-Flash-JANGTQ-K" + ], + "sourceTaskIds": [ + "4969069" + ], + "targetGpu": "Kunlunxin_p-800", + "taskType": "text-generation" + }, "metax_c-500|vllm|text-generation|model_type:mellum": { "architectureSignature": "model_type:mellum", "architectures": [], @@ -1630,7 +1687,7 @@ "mthreads_s4000|vllm|text-generation|model_type:qwen3_5_moe": { "architectureSignature": "model_type:qwen3_5_moe", "architectures": [], - "evidenceCount": 2, + "evidenceCount": 1, "expiresAt": "2026-10-15T07:13:14.093936+00:00", "framework": "vllm", "latestFailureAt": "2026-09-15T07:13:14.093936+00:00", @@ -1638,12 +1695,10 @@ "matchType": "model_type", "modelType": "qwen3_5_moe", "sourceModelIds": [ - "mlx-community/KAT-Coder-V2.5-Dev-OptiQ-4bit", - "mlx-community/XYZ-Aquila-mini-OptiQ-4bit" + "mlx-community/KAT-Coder-V2.5-Dev-OptiQ-4bit" ], "sourceTaskIds": [ - "4868226", - "4868227" + "4868226" ], "targetGpu": "Mthreads_s4000", "taskType": "text-generation" @@ -2209,19 +2264,21 @@ "taskType": "text-generation" } }, - "generatedAt": "2026-09-20T20:31:52.456913+00:00", + "generatedAt": "2026-09-20T20:49:20.618975+00:00", "summary": { - "activeBlockCount": 108, + "activeBlockCount": 111, "byGpuFramework": { "Ascend_910-b3|vllm": 11, "Ascend_910-b3|vllm_tokenizer_patch": 4, "Ascend_910-b4|vllm": 12, + "Ascend_910-b4|vllm_tokenizer_patch": 2, "Biren_166m|vllm": 3, "Cambricon_mlu-370-x8|vllm": 6, "Cambricon_mlu-370-x8|vllm-mlu": 5, "Iluvatar_bi-150|transformers": 4, "Iluvatar_bi-150|vllm": 7, "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0": 3, + "Kunlunxin_p-800|vllm": 1, "Kunlunxin_p-800|vllm_tokenizer_patch": 2, "MetaX_c-500|vllm": 7, "Mthreads_s4000|vllm": 9, diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json index 7248c1e0d..ac3c8c3e9 100644 --- a/.modelhub_state/market_intelligence.json +++ b/.modelhub_state/market_intelligence.json @@ -425,7 +425,7 @@ } }, "frameworkUpdatedAt": null, - "generatedAt": "2026-09-20T20:48:18.654035+00:00", + "generatedAt": "2026-09-20T20:49:36.415249+00:00", "gpuStats": { "Ascend_910-b3": { "available": true, diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json index 8ab72ef9b..5ea911435 100644 --- a/.modelhub_state/official_capabilities.json +++ b/.modelhub_state/official_capabilities.json @@ -1,5 +1,5 @@ { - "catalogUpdatedAt": "2026-09-20T20:48:18.654035+00:00", + "catalogUpdatedAt": "2026-09-20T20:49:36.415249+00:00", "configuredTaskTypes": [ "text-generation" ], @@ -56,7 +56,7 @@ "time-series-forecasting" ], "errors": [], - "generatedAt": "2026-09-20T20:48:18.654035+00:00", + "generatedAt": "2026-09-20T20:50:51.082802+00:00", "gpuCatalog": { "Ascend_910-b3": { "canVerify": true, @@ -150,20 +150,112 @@ } }, "modelGpuTaskTypes": { - "https://modelscope.cn/models/Arain119/Sophia|2026-09-20T15:32:35+00:00|Ascend_910-b4": { + "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-GGUF|2026-09-01T13:27:53+00:00|Kunlunxin_p-800": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-09-20T20:50:03.012649+00:00" + }, + "https://modelscope.cn/models/0xSero/DeepSeek-V4-Flash-Spark-Mini-GGUF|2026-09-01T13:59:12+00:00|Kunlunxin_p-800": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-09-20T20:50:02.900508+00:00" + }, + "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b3": { "taskTypes": [ "text-generation", "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-20T20:47:49.962990+00:00" + "updatedAt": "2026-09-20T20:50:00.460767+00:00" }, - "https://modelscope.cn/models/Arain119/Sophia|2026-09-20T15:32:35+00:00|Mthreads_s4000": { + "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Ascend_910-b4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-09-20T20:50:00.377661+00:00" + }, + "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Biren_166m": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-09-20T20:50:01.331601+00:00" + }, + "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Cambricon_mlu-370-x4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-09-20T20:50:00.510430+00:00" + }, + "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Cambricon_mlu-370-x8": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-09-20T20:50:01.406863+00:00" + }, + "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+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": "2026-09-20T20:50:01.506110+00:00" + }, + "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Iluvatar_mrv-100": { + "taskTypes": [ + "asr", + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-09-20T20:50:00.542360+00:00" + }, + "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Kunlunxin_p-800": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-09-20T20:50:01.372272+00:00" + }, + "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|MetaX_c-500": { + "taskTypes": [ + "feature_emb", + "text-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-09-20T20:50:01.441250+00:00" + }, + "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-20T20:47:50.002951+00:00" + "updatedAt": "2026-09-20T20:50:00.418971+00:00" + }, + "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|Sunrise_pt-200-x1": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-09-20T20:50:01.474430+00:00" + }, + "https://modelscope.cn/models/AlexWortega/llm-cipher-reasoning-loras|2026-09-03T05:28:45+00:00|hygon_k100-ai": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-09-20T20:50:00.578399+00:00" }, "https://modelscope.cn/models/BAAI/AquilaMed-RL|2026-08-24T22:55:11+00:00|Cambricon_mlu-370-x8": { "taskTypes": [ @@ -171,7 +263,7 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-20T20:32:39.931265+00:00" + "updatedAt": "2026-09-20T20:50:37.250351+00:00" }, "https://modelscope.cn/models/BAAI/AquilaMed-RL|2026-08-24T22:55:11+00:00|Iluvatar_bi-150": { "taskTypes": [ @@ -184,65 +276,63 @@ "vision_classification", "visual-multi-modal" ], - "updatedAt": "2026-09-20T20:32:39.960911+00:00" + "updatedAt": "2026-09-20T20:50:37.351303+00:00" }, "https://modelscope.cn/models/BAAI/AquilaMed-RL|2026-08-24T22:55:11+00:00|Mthreads_s4000": { "taskTypes": [ "text-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-20T20:32:39.013764+00:00" + "updatedAt": "2026-09-20T20:50:36.375859+00:00" }, "https://modelscope.cn/models/BAAI/AquilaMed-RL|2026-08-24T22:55:11+00:00|Sunrise_pt-200-x1": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-20T20:32:39.990967+00:00" + "updatedAt": "2026-09-20T20:50:37.290276+00:00" }, - "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-MT|2026-09-16T16:39:48+00:00|Mthreads_s4000": { + "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Ascend_910-b3": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-09-20T20:50:00.118127+00:00" + }, + "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Ascend_910-b4": { + "taskTypes": [ + "text-generation", + "text-to-image-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-09-20T20:50:00.049979+00:00" + }, + "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Biren_166m": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-20T20:47:59.372939+00:00" + "updatedAt": "2026-09-20T20:50:00.902770+00:00" }, - "https://modelscope.cn/models/BAAI/RoboBrain2.5-8B-NV|2026-09-16T16:05:58+00:00|Ascend_910-b3": { + "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Kunlunxin_p-800": { + "taskTypes": [ + "text-generation" + ], + "updatedAt": "2026-09-20T20:50:00.936037+00:00" + }, + "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|Mthreads_s4000": { + "taskTypes": [ + "text-generation", + "visual-multi-modal" + ], + "updatedAt": "2026-09-20T20:50:00.085714+00:00" + }, + "https://modelscope.cn/models/EschaLabs/Qwen3.8-27B-Escha-W2|2026-09-03T07:00:50+00:00|hygon_k100-ai": { "taskTypes": [ "text-generation", "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-20T20:47:59.957878+00:00" - }, - "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|Ascend_910-b3": { - "taskTypes": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-09-20T20:47:58.327310+00:00" - }, - "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|MetaX_c-500": { - "taskTypes": [ - "feature_emb", - "text-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-09-20T20:47:59.093643+00:00" - }, - "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|Mthreads_s4000": { - "taskTypes": [ - "text-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-09-20T20:47:58.295744+00:00" - }, - "https://modelscope.cn/models/Edge0/Edge0-35B-A3B-preview|2026-09-17T08:53:56+00:00|hygon_k100-ai": { - "taskTypes": [ - "text-generation", - "text-to-image-generation", - "visual-multi-modal" - ], - "updatedAt": "2026-09-20T20:47:58.358906+00:00" + "updatedAt": "2026-09-20T20:50:00.149994+00:00" }, "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|Ascend_910-b3": { "taskTypes": [ @@ -250,19 +340,19 @@ "text-to-image-generation", "visual-multi-modal" ], - "updatedAt": "2026-09-20T20:32:28.358389+00:00" + "updatedAt": "2026-09-20T20:50:08.952387+00:00" }, "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|Biren_166m": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-20T20:32:28.685214+00:00" + "updatedAt": "2026-09-20T20:50:09.228692+00:00" }, "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|Kunlunxin_p-800": { "taskTypes": [ "text-generation" ], - "updatedAt": "2026-09-20T20:32:28.641909+00:00" + "updatedAt": "2026-09-20T20:50:09.287064+00:00" }, "https://modelscope.cn/models/GestaltLabs/Ornstein-3.5-9B-V1.5-GGUF|2026-08-28T09:31:55+00:00|MetaX_c-500": 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"evidenceCount": 1, + "expiresAt": "2026-10-20T02:52:43.746995+00:00", + "framework": "vllm_tokenizer_patch", + "latestFailureAt": "2026-09-20T02:52:43.746995+00:00", + "latestSuccessfulAt": null, + "matchType": "model_type", + "modelType": "qwen3_5", + "sourceModelIds": [ + "Youssofal/Qwen3.8-27B-MTPLX-Optimized-Speed" + ], + "sourceTaskIds": [ + "4968998" + ], + "targetGpu": "Ascend_910-b4", + "taskType": "text-generation" + }, "ascend_910-b4|vllm|text-generation|architectures:nanbeigeforcausallm": { "architectureSignature": "architectures:nanbeigeforcausallm", "architectures": [ @@ -434,7 +472,7 @@ "ascend_910-b4|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], - "evidenceCount": 6, + "evidenceCount": 4, "expiresAt": "2026-10-17T03:21:21+00:00", "framework": "vllm", "latestFailureAt": "2026-09-17T03:21:21+00:00", @@ -445,15 +483,13 @@ "r0b0tlab/Qwen3.8-27B-NVFP4-MTP-sm121", "ornith-ai/Ornith-1.5-9B-MLX-8bit", "cyankiwi/Ornith-1.5-9B-AWQ-INT4", - "Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B", - "cyankiwi/Ornith-1.5-9B-AWQ-FP8" + "Jackrong/DeepSeek-V4-Pro-Qwen3.5-9B" ], "sourceTaskIds": [ "4610340", "4610335", "4610341", - "4610339", - "4610336" + "4610339" ], "targetGpu": "Ascend_910-b4", "taskType": "text-generation" @@ -952,7 +988,7 @@ "hygon_k100-ai|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], - "evidenceCount": 5, + "evidenceCount": 4, "expiresAt": "2026-10-20T18:51:21+00:00", "framework": "vllm", "latestFailureAt": "2026-09-20T18:51:21+00:00", @@ -963,15 +999,13 @@ "logic65/Qwen3.8-Whittle-w50-18.3B-unrepaired", "ewinregirgojr/Qwen3.8-14B-Instruct-Turbo", "VerStella/Qwen3.8-27B-heretic-ara-W8A8-DCU", - "EschaLabs/Qwen3.8-27B-Escha-W2", - "douyamv/Qwen3.8-27B-FP8" + "EschaLabs/Qwen3.8-27B-Escha-W2" ], "sourceTaskIds": [ "4523697", "4490374", "4460362", - "4595432", - "4609095" + "4595432" ], "targetGpu": "hygon_k100-ai", "taskType": "text-generation" @@ -1382,19 +1416,23 @@ "kunlunxin_p-800|vllm_tokenizer_patch|text-generation|model_type:qwen3_5_moe": { "architectureSignature": "model_type:qwen3_5_moe", "architectures": [], - "evidenceCount": 3, - "expiresAt": "2026-10-20T02:52:51.436311+00:00", + "evidenceCount": 5, + "expiresAt": "2026-10-20T03:09:17.835766+00:00", "framework": "vllm_tokenizer_patch", - "latestFailureAt": "2026-09-20T02:52:51.436311+00:00", + "latestFailureAt": "2026-09-20T03:09:17.835766+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "qwen3_5_moe", "sourceModelIds": [ + "apodex/Apodex-1.1-mini-GPTQ-Int4", + "cyankiwi/Apodex-1.1-mini-AWQ-INT4", "mlx-community/Qwen3.5-122B-A10B-OptiQ-2bit-REAP-63B", "primitive-ai/Nex-N2.5-mini-mixed-NVFP4-FP8", "primitive-ai/Nex-N2.5-mini-NVFP4" ], "sourceTaskIds": [ + "4969320", + "4969047", "4969042", "4969040", "4969041" @@ -1402,6 +1440,25 @@ "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation" }, + "kunlunxin_p-800|vllm|text-generation|model_type:deepseek_v4": { + "architectureSignature": "model_type:deepseek_v4", + "architectures": [], + "evidenceCount": 1, + "expiresAt": "2026-10-20T02:52:51.889837+00:00", + "framework": "vllm", + "latestFailureAt": "2026-09-20T02:52:51.889837+00:00", + "latestSuccessfulAt": null, + "matchType": "model_type", + "modelType": "deepseek_v4", + "sourceModelIds": [ + "JANGQ-AI/DeepSeek-V4-Flash-JANGTQ-K" + ], + "sourceTaskIds": [ + "4969069" + ], + "targetGpu": "Kunlunxin_p-800", + "taskType": "text-generation" + }, "metax_c-500|vllm|text-generation|model_type:mellum": { "architectureSignature": "model_type:mellum", "architectures": [], @@ -1634,7 +1691,7 @@ "mthreads_s4000|vllm|text-generation|model_type:qwen3_5_moe": { "architectureSignature": "model_type:qwen3_5_moe", "architectures": [], - "evidenceCount": 2, + "evidenceCount": 1, "expiresAt": "2026-10-15T07:13:14.093936+00:00", "framework": "vllm", "latestFailureAt": "2026-09-15T07:13:14.093936+00:00", @@ -1642,12 +1699,10 @@ "matchType": "model_type", "modelType": "qwen3_5_moe", "sourceModelIds": [ - "mlx-community/KAT-Coder-V2.5-Dev-OptiQ-4bit", - "mlx-community/XYZ-Aquila-mini-OptiQ-4bit" + "mlx-community/KAT-Coder-V2.5-Dev-OptiQ-4bit" ], "sourceTaskIds": [ - "4868226", - "4868227" + "4868226" ], "targetGpu": "Mthreads_s4000", "taskType": "text-generation" @@ -2214,17 +2269,19 @@ } }, "architectureCompatibilitySummary": { - "activeBlockCount": 108, + "activeBlockCount": 111, "byGpuFramework": { "Ascend_910-b3|vllm": 11, "Ascend_910-b3|vllm_tokenizer_patch": 4, "Ascend_910-b4|vllm": 12, + "Ascend_910-b4|vllm_tokenizer_patch": 2, "Biren_166m|vllm": 3, "Cambricon_mlu-370-x8|vllm": 6, "Cambricon_mlu-370-x8|vllm-mlu": 5, "Iluvatar_bi-150|transformers": 4, "Iluvatar_bi-150|vllm": 7, "Iluvatar_bi-150|vllm_0_17_0_corex_4_4_0": 3, + "Kunlunxin_p-800|vllm": 1, "Kunlunxin_p-800|vllm_tokenizer_patch": 2, "MetaX_c-500|vllm": 7, "Mthreads_s4000|vllm": 9, @@ -2506,15 +2563,15 @@ "unresolvedFailureCount": 17 }, "Ascend_910-b4|vllm_tokenizer_patch|text-generation": { - "attributableFailureCount": 12, + "attributableFailureCount": 14, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 12, + "decisionTotal": 14, "failureBreakdown": { - "ambiguous_runtime": 20, - "framework_architecture_unsupported": 12 + "ambiguous_runtime": 21, + "framework_architecture_unsupported": 14 }, - "failureCount": 32, + "failureCount": 35, "failureRate": 1.0, "framework": "vllm_tokenizer_patch", "pendingCount": 0, @@ -2524,8 +2581,8 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "text-generation", - "total": 32, - "unresolvedFailureCount": 20 + "total": 35, + "unresolvedFailureCount": 21 }, "Ascend_910-b4|vllm|text-generation": { "attributableFailureCount": 199, @@ -2807,9 +2864,10 @@ "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { + "ambiguous_runtime": 1, "framework_architecture_unsupported": 1 }, - "failureCount": 1, + "failureCount": 2, "failureRate": 1.0, "framework": "vllm-customized", "pendingCount": 0, @@ -2819,8 +2877,8 @@ "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 1, - "unresolvedFailureCount": 0 + "total": 2, + "unresolvedFailureCount": 1 }, "Cambricon_mlu-370-x8|vllm-mlu|text-generation": { "attributableFailureCount": 13, @@ -2828,24 +2886,24 @@ "decisionSuccessRate": 0.48, "decisionTotal": 25, "failureBreakdown": { - "ambiguous_runtime": 34, + "ambiguous_runtime": 35, "framework_architecture_unsupported": 11, "model_load": 1, "tokenizer_compatibility": 1, "参数/模板问题": 3 }, - "failureCount": 50, - "failureRate": 0.8065, + "failureCount": 51, + "failureRate": 0.8095, "framework": "vllm-mlu", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 12, - "successRate": 0.1935, + "successRate": 0.1905, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 62, - "unresolvedFailureCount": 37 + "total": 63, + "unresolvedFailureCount": 38 }, "Cambricon_mlu-370-x8|vllm|text-generation": { "attributableFailureCount": 9, @@ -3399,20 +3457,20 @@ "memory_capacity": 1, "model_load": 5, "runtime_memory": 9, - "参数/模板问题": 1 + "参数/模板问题": 2 }, - "failureCount": 59, - "failureRate": 0.7662, + "failureCount": 60, + "failureRate": 0.7692, "framework": "vllm_0_17_0_corex_4_4_0", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 18, - "successRate": 0.2338, + "successRate": 0.2308, "targetGpu": "Iluvatar_bi-150", "taskType": "text-generation", - "total": 77, - "unresolvedFailureCount": 22 + "total": 78, + "unresolvedFailureCount": 23 }, "Iluvatar_bi-150|vllm_fix_tokenizer|text-generation": { "attributableFailureCount": 7, @@ -3780,10 +3838,10 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 86, + "ambiguous_runtime": 87, "参数/模板问题": 2 }, - "failureCount": 88, + "failureCount": 89, "failureRate": 1.0, "framework": "vllm_fix_tokenizer", "pendingCount": 0, @@ -3793,18 +3851,18 @@ "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", - "total": 88, - "unresolvedFailureCount": 88 + "total": 89, + "unresolvedFailureCount": 89 }, "Kunlunxin_p-800|vllm_tokenizer_patch|text-generation": { - "attributableFailureCount": 5, + "attributableFailureCount": 7, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 5, + "decisionTotal": 7, "failureBreakdown": { - "framework_architecture_unsupported": 5 + "framework_architecture_unsupported": 7 }, - "failureCount": 5, + "failureCount": 7, "failureRate": 1.0, "framework": "vllm_tokenizer_patch", "pendingCount": 0, @@ -3814,7 +3872,28 @@ "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", - "total": 5, + "total": 7, + "unresolvedFailureCount": 0 + }, + "Kunlunxin_p-800|vllm|text-generation": { + "attributableFailureCount": 1, + "decisionFailureRate": 1.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 1, + "failureBreakdown": { + "framework_architecture_unsupported": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Kunlunxin_p-800", + "taskType": "text-generation", + "total": 1, "unresolvedFailureCount": 0 }, "Kunlunxin_r-200-8f|unknown|text-generation": { @@ -4772,17 +4851,17 @@ "unresolvedFailureCount": 6406 }, "vllm": { - "attributableFailureCount": 3492, + "attributableFailureCount": 3493, "decisionFailureRate": 0.9768, "decisionSuccessRate": 0.0232, - "decisionTotal": 3575, + "decisionTotal": 3576, "failureBreakdown": { "ambiguous_runtime": 1443, "architecture_compatibility": 112, "attention_backend": 1, "backend_operator": 84, "context_length": 161, - "framework_architecture_unsupported": 1272, + "framework_architecture_unsupported": 1273, "memory_capacity": 720, "model_load": 201, "platform_infrastructure": 864, @@ -4791,14 +4870,14 @@ "tokenizer_compatibility": 409, "参数/模板问题": 40 }, - "failureCount": 5839, + "failureCount": 5840, "failureRate": 0.986, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 864, "successCount": 83, "successRate": 0.014, - "total": 5922, + "total": 5923, "unresolvedFailureCount": 1483 }, "vllm-customized": { @@ -4807,17 +4886,18 @@ "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { + "ambiguous_runtime": 1, "framework_architecture_unsupported": 1 }, - "failureCount": 1, + "failureCount": 2, "failureRate": 1.0, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, - "total": 1, - "unresolvedFailureCount": 0 + "total": 2, + "unresolvedFailureCount": 1 }, "vllm-mlu": { "attributableFailureCount": 19, @@ -4825,21 +4905,21 @@ "decisionSuccessRate": 0.5128, "decisionTotal": 39, "failureBreakdown": { - "ambiguous_runtime": 46, + "ambiguous_runtime": 47, "framework_architecture_unsupported": 17, "model_load": 1, "tokenizer_compatibility": 1, "参数/模板问题": 3 }, - "failureCount": 68, - "failureRate": 0.7727, + "failureCount": 69, + "failureRate": 0.7753, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 20, - "successRate": 0.2273, - "total": 88, - "unresolvedFailureCount": 49 + "successRate": 0.2247, + "total": 89, + "unresolvedFailureCount": 50 }, "vllm-patch-tokenizer": { "attributableFailureCount": 25, @@ -4875,17 +4955,17 @@ "memory_capacity": 1, "model_load": 5, "runtime_memory": 9, - "参数/模板问题": 1 + "参数/模板问题": 2 }, - "failureCount": 59, - "failureRate": 0.7662, + "failureCount": 60, + "failureRate": 0.7692, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 18, - "successRate": 0.2338, - "total": 77, - "unresolvedFailureCount": 22 + "successRate": 0.2308, + "total": 78, + "unresolvedFailureCount": 23 }, "vllm_fix_tokenizer": { "attributableFailureCount": 118, @@ -4893,7 +4973,7 @@ "decisionSuccessRate": 0.0248, "decisionTotal": 121, "failureBreakdown": { - "ambiguous_runtime": 128, + "ambiguous_runtime": 129, "backend_operator": 8, "framework_architecture_unsupported": 20, "memory_capacity": 7, @@ -4902,38 +4982,38 @@ "tokenizer_compatibility": 82, "参数/模板问题": 8 }, - "failureCount": 270, - "failureRate": 0.989, + "failureCount": 271, + "failureRate": 0.9891, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 16, "successCount": 3, - "successRate": 0.011, - "total": 273, - "unresolvedFailureCount": 136 + "successRate": 0.0109, + "total": 274, + "unresolvedFailureCount": 137 }, "vllm_tokenizer_patch": { - "attributableFailureCount": 37, - "decisionFailureRate": 0.9487, - "decisionSuccessRate": 0.0513, - "decisionTotal": 39, + "attributableFailureCount": 41, + "decisionFailureRate": 0.9535, + "decisionSuccessRate": 0.0465, + "decisionTotal": 43, "failureBreakdown": { - "ambiguous_runtime": 32, - "framework_architecture_unsupported": 36, + "ambiguous_runtime": 33, + "framework_architecture_unsupported": 40, "model_load": 1 }, - "failureCount": 69, - "failureRate": 0.9718, + "failureCount": 74, + "failureRate": 0.9737, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 2, - "successRate": 0.0282, - "total": 71, - "unresolvedFailureCount": 32 + "successRate": 0.0263, + "total": 76, + "unresolvedFailureCount": 33 } }, - "generatedAt": "2026-09-20T20:32:08.572241+00:00", + "generatedAt": "2026-09-20T20:49:36.339960+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 81, @@ -4961,14 +5041,14 @@ "unresolvedFailureCount": 117 }, "Ascend_910-b4": { - "attributableFailureCount": 305, - "decisionFailureRate": 0.8311, - "decisionSuccessRate": 0.1689, - "decisionTotal": 367, + "attributableFailureCount": 307, + "decisionFailureRate": 0.832, + "decisionSuccessRate": 0.168, + "decisionTotal": 369, "failureBreakdown": { - "ambiguous_runtime": 148, + "ambiguous_runtime": 149, "context_length": 1, - "framework_architecture_unsupported": 165, + "framework_architecture_unsupported": 167, "memory_capacity": 18, "model_load": 85, "platform_infrastructure": 1, @@ -4978,15 +5058,15 @@ "日志缺失": 14, "验证失败": 175 }, - "failureCount": 897, - "failureRate": 0.9353, + "failureCount": 900, + "failureRate": 0.9356, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 62, - "successRate": 0.0647, - "total": 959, - "unresolvedFailureCount": 591 + "successRate": 0.0644, + "total": 962, + "unresolvedFailureCount": 592 }, "Biren_166m": { "attributableFailureCount": 176, @@ -5053,7 +5133,7 @@ "decisionSuccessRate": 0.2857, "decisionTotal": 49, "failureBreakdown": { - "ambiguous_runtime": 76, + "ambiguous_runtime": 78, "framework_architecture_unsupported": 29, "memory_capacity": 3, "model_load": 1, @@ -5061,15 +5141,15 @@ "参数/模板问题": 24, "验证失败": 22 }, - "failureCount": 157, - "failureRate": 0.9181, + "failureCount": 159, + "failureRate": 0.9191, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 14, - "successRate": 0.0819, - "total": 171, - "unresolvedFailureCount": 122 + "successRate": 0.0809, + "total": 173, + "unresolvedFailureCount": 124 }, "Iluvatar_bi-100": { "attributableFailureCount": 194, @@ -5111,19 +5191,19 @@ "repository_structure": 99, "runtime_memory": 12, "tokenizer_compatibility": 53, - "参数/模板问题": 319, + "参数/模板问题": 320, "日志缺失": 155, "验证失败": 30 }, - "failureCount": 1875, + "failureCount": 1876, "failureRate": 0.9264, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 21, "successCount": 149, "successRate": 0.0736, - "total": 2024, - "unresolvedFailureCount": 1118 + "total": 2025, + "unresolvedFailureCount": 1119 }, "Iluvatar_mrv-100": { "attributableFailureCount": 964, @@ -5157,27 +5237,27 @@ "unresolvedFailureCount": 713 }, "Kunlunxin_p-800": { - "attributableFailureCount": 6, + "attributableFailureCount": 9, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 6, + "decisionTotal": 9, "failureBreakdown": { - "ambiguous_runtime": 160, - "framework_architecture_unsupported": 5, + "ambiguous_runtime": 161, + "framework_architecture_unsupported": 8, "memory_capacity": 1, "参数/模板问题": 2, "日志缺失": 1, "验证失败": 23 }, - "failureCount": 192, + "failureCount": 196, "failureRate": 1.0, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, - "total": 192, - "unresolvedFailureCount": 186 + "total": 196, + "unresolvedFailureCount": 187 }, "Kunlunxin_r-200-8f": { "attributableFailureCount": 0, @@ -5363,7 +5443,7 @@ "hygon_k100-ai": 64.0 }, "pendingRecords": 0, - "policyCancelledRecords": 148, + "policyCancelledRecords": 155, "profileCombinationStats": { "Ascend_910-b3|vllm_tokenizer_patch|text-generation|cohere2|none": { "attributableFailureCount": 0, @@ -5915,15 +5995,38 @@ "total": 1, "unresolvedFailureCount": 1 }, + "Ascend_910-b4|vllm_tokenizer_patch|text-generation|gemma4|none": { + "attributableFailureCount": 1, + "decisionFailureRate": 1.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 1, + "failureBreakdown": { + "framework_architecture_unsupported": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm_tokenizer_patch", + "modelType": "gemma4", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Ascend_910-b4", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 0 + }, "Ascend_910-b4|vllm_tokenizer_patch|text-generation|lfm2|none": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 2 + "ambiguous_runtime": 3 }, - "failureCount": 2, + "failureCount": 3, "failureRate": 1.0, "framework": "vllm_tokenizer_patch", "modelType": "lfm2", @@ -5935,8 +6038,8 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "text-generation", - "total": 2, - "unresolvedFailureCount": 2 + "total": 3, + "unresolvedFailureCount": 3 }, "Ascend_910-b4|vllm_tokenizer_patch|text-generation|llama|awq": { "attributableFailureCount": 0, @@ -6123,14 +6226,14 @@ "unresolvedFailureCount": 0 }, "Ascend_910-b4|vllm_tokenizer_patch|text-generation|qwen3_5|none": { - "attributableFailureCount": 3, + "attributableFailureCount": 4, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 3, + "decisionTotal": 4, "failureBreakdown": { - "framework_architecture_unsupported": 3 + "framework_architecture_unsupported": 4 }, - "failureCount": 3, + "failureCount": 4, "failureRate": 1.0, "framework": "vllm_tokenizer_patch", "modelType": "qwen3_5", @@ -6142,7 +6245,7 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "text-generation", - "total": 3, + "total": 4, "unresolvedFailureCount": 0 }, "Ascend_910-b4|vllm_tokenizer_patch|text-generation|qwen3|none": { @@ -7039,6 +7142,29 @@ "total": 1, "unresolvedFailureCount": 1 }, + "Cambricon_mlu-370-x8|vllm-customized|text-generation|llama|compressed-tensors": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm-customized", + "modelType": "llama", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "compressed-tensors", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Cambricon_mlu-370-x8", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Cambricon_mlu-370-x8|vllm-customized|text-generation|qwen3_5|none": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, @@ -7321,9 +7447,9 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 1 + "ambiguous_runtime": 2 }, - "failureCount": 1, + "failureCount": 2, "failureRate": 1.0, "framework": "vllm-mlu", "modelType": "qwen2", @@ -7335,8 +7461,8 @@ "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 1, - "unresolvedFailureCount": 1 + "total": 2, + "unresolvedFailureCount": 2 }, "Cambricon_mlu-370-x8|vllm-mlu|text-generation|qwen2|none": { "attributableFailureCount": 0, @@ -10032,6 +10158,29 @@ "total": 1, "unresolvedFailureCount": 1 }, + "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|hy_v3|none": { + "attributableFailureCount": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm_fix_tokenizer", + "modelType": "hy_v3", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Kunlunxin_p-800", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|hyperclovax_vision_v2|none": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, @@ -10563,14 +10712,14 @@ "unresolvedFailureCount": 7 }, "Kunlunxin_p-800|vllm_tokenizer_patch|text-generation|qwen3_5_moe|compressed-tensors": { - "attributableFailureCount": 2, + "attributableFailureCount": 3, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 2, + "decisionTotal": 3, "failureBreakdown": { - "framework_architecture_unsupported": 2 + "framework_architecture_unsupported": 3 }, - "failureCount": 2, + "failureCount": 3, "failureRate": 1.0, "framework": "vllm_tokenizer_patch", "modelType": "qwen3_5_moe", @@ -10582,7 +10731,30 @@ "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", - "total": 2, + "total": 3, + "unresolvedFailureCount": 0 + }, + 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5 + "total": 15, + "unresolvedFailureCount": 4 }, "Ascend_910-b4|unknown|text-generation": { "attributableFailureCount": 0, @@ -12642,16 +12837,17 @@ "unresolvedFailureCount": 1 }, "Ascend_910-b4|vllm_tokenizer_patch|text-generation": { - "attributableFailureCount": 0, - "consecutiveFailures": 0, + "attributableFailureCount": 2, + "consecutiveFailures": 2, "consecutivePlatformFailures": 0, - "decisionFailureRate": 0.0, + "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 0, + "decisionTotal": 2, "failureBreakdown": { - "ambiguous_runtime": 3 + "ambiguous_runtime": 4, + "framework_architecture_unsupported": 2 }, - "failureCount": 3, + "failureCount": 6, "failureRate": 1.0, "framework": "vllm_tokenizer_patch", "lastPlatformFailureAt": null, @@ -12663,21 +12859,21 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "text-generation", - "total": 3, - "unresolvedFailureCount": 3 + "total": 6, + "unresolvedFailureCount": 4 }, "Ascend_910-b4|vllm|text-generation": { - "attributableFailureCount": 8, - "consecutiveFailures": 8, + "attributableFailureCount": 6, + "consecutiveFailures": 6, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 8, + "decisionTotal": 6, "failureBreakdown": { "ambiguous_runtime": 5, - "framework_architecture_unsupported": 8 + "framework_architecture_unsupported": 6 }, - "failureCount": 13, + "failureCount": 11, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, @@ -12689,7 +12885,7 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "text-generation", - "total": 13, + "total": 11, "unresolvedFailureCount": 5 }, "Biren_166m|unknown|text-generation": { @@ -12773,6 +12969,31 @@ "total": 7, "unresolvedFailureCount": 2 }, + "Cambricon_mlu-370-x8|vllm-customized|text-generation": { + "attributableFailureCount": 0, + "consecutiveFailures": 0, + "consecutivePlatformFailures": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm-customized", + "lastPlatformFailureAt": null, + "lastTerminalAt": "2026-09-20T20:49:19.683358+00:00", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Cambricon_mlu-370-x8", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Cambricon_mlu-370-x8|vllm-mlu|text-generation": { "attributableFailureCount": 0, "consecutiveFailures": 0, @@ -12781,13 +13002,13 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 3 + "ambiguous_runtime": 4 }, - "failureCount": 3, + "failureCount": 4, "failureRate": 1.0, "framework": "vllm-mlu", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-20T20:31:51.861095+00:00", + "lastTerminalAt": "2026-09-20T20:49:19.683371+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -12795,8 +13016,8 @@ "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", - "total": 3, - "unresolvedFailureCount": 3 + "total": 4, + "unresolvedFailureCount": 4 }, "Cambricon_mlu-370-x8|vllm|text-generation": { "attributableFailureCount": 6, @@ -12863,13 +13084,14 @@ "ambiguous_runtime": 6, "backend_operator": 1, "framework_architecture_unsupported": 7, - "memory_capacity": 1 + "memory_capacity": 1, + "参数/模板问题": 1 }, - "failureCount": 15, + "failureCount": 16, "failureRate": 1.0, "framework": "vllm_0_17_0_corex_4_4_0", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-20T12:46:14.462946+00:00", + "lastTerminalAt": "2026-09-20T20:49:19.683254+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -12877,8 +13099,8 @@ "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "text-generation", - "total": 15, - "unresolvedFailureCount": 6 + "total": 16, + "unresolvedFailureCount": 7 }, "Iluvatar_bi-150|vllm_fix_tokenizer|text-generation": { "attributableFailureCount": 2, @@ -12992,9 +13214,9 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 7 + "ambiguous_runtime": 6 }, - "failureCount": 7, + "failureCount": 6, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, @@ -13006,8 +13228,8 @@ "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", - "total": 7, - "unresolvedFailureCount": 7 + "total": 6, + "unresolvedFailureCount": 6 }, "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation": { "attributableFailureCount": 0, @@ -13017,9 +13239,9 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 4 + "ambiguous_runtime": 5 }, - "failureCount": 4, + "failureCount": 5, "failureRate": 1.0, "framework": "vllm_fix_tokenizer", "lastPlatformFailureAt": null, @@ -13031,24 +13253,24 @@ "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", - "total": 4, - "unresolvedFailureCount": 4 + "total": 5, + "unresolvedFailureCount": 5 }, "Kunlunxin_p-800|vllm_tokenizer_patch|text-generation": { - "attributableFailureCount": 5, - "consecutiveFailures": 5, + "attributableFailureCount": 7, + "consecutiveFailures": 7, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 5, + "decisionTotal": 7, "failureBreakdown": { - "framework_architecture_unsupported": 5 + "framework_architecture_unsupported": 7 }, - "failureCount": 5, + "failureCount": 7, "failureRate": 1.0, "framework": "vllm_tokenizer_patch", "lastPlatformFailureAt": null, - "lastTerminalAt": "2026-09-20T20:31:51.860975+00:00", + "lastTerminalAt": "2026-09-20T20:49:19.683330+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, @@ -13056,7 +13278,32 @@ "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", - "total": 5, + "total": 7, + "unresolvedFailureCount": 0 + }, + "Kunlunxin_p-800|vllm|text-generation": { + "attributableFailureCount": 1, + "consecutiveFailures": 1, + "consecutivePlatformFailures": 0, + "decisionFailureRate": 1.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 1, + "failureBreakdown": { + "framework_architecture_unsupported": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm", + "lastPlatformFailureAt": null, + "lastTerminalAt": "2026-09-20T20:49:19.683316+00:00", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Kunlunxin_p-800", + "taskType": "text-generation", + "total": 1, "unresolvedFailureCount": 0 }, "MetaX_c-500|unknown|text-generation": { @@ -13140,20 +13387,19 @@ "unresolvedFailureCount": 1 }, "Mthreads_s4000|vllm|text-generation": { - "attributableFailureCount": 13, - "consecutiveFailures": 13, + "attributableFailureCount": 12, + "consecutiveFailures": 12, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, - "decisionTotal": 13, + "decisionTotal": 12, "failureBreakdown": { "ambiguous_runtime": 3, "backend_operator": 2, - "framework_architecture_unsupported": 10, - "tokenizer_compatibility": 1, - "参数/模板问题": 2 + "framework_architecture_unsupported": 9, + "tokenizer_compatibility": 1 }, - "failureCount": 18, + "failureCount": 15, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, @@ -13165,8 +13411,8 @@ "successRate": 0.0, "targetGpu": "Mthreads_s4000", "taskType": "text-generation", - "total": 18, - "unresolvedFailureCount": 5 + "total": 15, + "unresolvedFailureCount": 3 }, "Sunrise_pt-200-x1|unknown|text-generation": { "attributableFailureCount": 0, @@ -13221,30 +13467,28 @@ "unresolvedFailureCount": 0 }, "Sunrise_pt-200-x1|vllm|text-generation": { - "attributableFailureCount": 2, - "consecutiveFailures": 2, + "attributableFailureCount": 1, + "consecutiveFailures": 1, 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+ "framework": "vllm_tokenizer_patch", + "lastTerminalAt": "2026-09-20T20:49:19.683300+00:00", + "modelType": "gemma4", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Ascend_910-b4", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 0 + }, "Ascend_910-b4|vllm_tokenizer_patch|text-generation|lfm2|none": { "attributableFailureCount": 0, "consecutiveFailures": 0, @@ -13687,9 +13956,9 @@ "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { - "ambiguous_runtime": 1 + "ambiguous_runtime": 2 }, - "failureCount": 1, + "failureCount": 2, "failureRate": 1.0, "framework": "vllm_tokenizer_patch", "lastTerminalAt": "2026-09-20T18:18:38.666090+00:00", @@ -13702,8 +13971,8 @@ "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "text-generation", - "total": 1, - "unresolvedFailureCount": 1 + "total": 2, + "unresolvedFailureCount": 2 }, "Ascend_910-b4|vllm_tokenizer_patch|text-generation|llama|compressed-tensors": { "attributableFailureCount": 0, @@ -13730,6 +13999,31 @@ "total": 1, "unresolvedFailureCount": 1 }, + "Ascend_910-b4|vllm_tokenizer_patch|text-generation|qwen3_5|none": { + "attributableFailureCount": 1, + "consecutiveFailures": 1, + "decisionFailureRate": 1.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 1, + "failureBreakdown": { + "framework_architecture_unsupported": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm_tokenizer_patch", + "lastTerminalAt": "2026-09-20T20:49:19.683286+00:00", + "modelType": "qwen3_5", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "none", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Ascend_910-b4", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 0 + }, "Biren_166m|vllm|text-generation|gemma3|compressed-tensors": { "attributableFailureCount": 0, "consecutiveFailures": 0, @@ -13929,6 +14223,31 @@ "total": 1, "unresolvedFailureCount": 0 }, + "Cambricon_mlu-370-x8|vllm-customized|text-generation|llama|compressed-tensors": { + "attributableFailureCount": 0, + "consecutiveFailures": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm-customized", + "lastTerminalAt": "2026-09-20T20:49:19.683358+00:00", + "modelType": "llama", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "compressed-tensors", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Cambricon_mlu-370-x8", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Cambricon_mlu-370-x8|vllm-mlu|text-generation|llama|awq": { "attributableFailureCount": 0, "consecutiveFailures": 0, @@ -13954,6 +14273,31 @@ "total": 1, "unresolvedFailureCount": 1 }, + "Cambricon_mlu-370-x8|vllm-mlu|text-generation|qwen2|compressed-tensors": { + "attributableFailureCount": 0, + "consecutiveFailures": 0, + "decisionFailureRate": 0.0, + "decisionSuccessRate": 0.0, + "decisionTotal": 0, + "failureBreakdown": { + "ambiguous_runtime": 1 + }, + "failureCount": 1, + "failureRate": 1.0, + "framework": "vllm-mlu", + "lastTerminalAt": "2026-09-20T20:49:19.683371+00:00", + "modelType": "qwen2", + "pendingCount": 0, + "pendingRate": 0.0, + "platformFailureCount": 0, + "quantizationMethod": "compressed-tensors", + "successCount": 0, + "successRate": 0.0, + "targetGpu": "Cambricon_mlu-370-x8", + "taskType": "text-generation", + "total": 1, + "unresolvedFailureCount": 1 + }, "Cambricon_mlu-370-x8|vllm-mlu|text-generation|qwen3|compressed-tensors": { "attributableFailureCount": 0, "consecutiveFailures": 0, @@ -15583,6 +15927,31 @@ "total": 1, "unresolvedFailureCount": 0 }, + "Kunlunxin_p-800|vllm_fix_tokenizer|text-generation|hy_v3|none": { + 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