{ "protocolVersion": "osai-bench/1.3", "clientVersion": "0.10.0", "scoringVersion": "osai-bench-derive/1.3", "createdAt": "2026-08-03T06:24:27.791Z", "qualityOverride": false, "cohortEligible": true, "qualityConditions": [], "runtime": { "name": "ollama", "version": "0.32.5", "endpoint": "loopback", "layerAssignment": null, "offloadPlacement": { "source": "ollama.ps.size_vram", "granularity": "bytes", "residentBytes": 10153539664, "vramResidentBytes": 8990794710, "hostResidentBytes": 1162744954, "vramResidentFraction": 0.8854837827518827 }, "kvCacheMetadata": { "source": "ollama.show.model_info", "architecture": "qwen3", "blockCount": 40, "kvHeadCount": 8, "attentionHeadCount": 40, "embeddingLength": 5120, "headDimension": 128, "resolvedElementType": null, "projectedBytes": null, "calculationAvailable": false, "missingInputs": [ "resolvedKvCacheElementType" ] }, "environment": { "source": "client-process-env", "authoritative": false, "note": "Read from the benchmark client's own process environment. The Ollama server may have been started with a different environment; Ollama exposes no endpoint reporting its resolved configuration.", "declared": { "OLLAMA_KV_CACHE_TYPE": null, "OLLAMA_FLASH_ATTENTION": null, "OLLAMA_CONTEXT_LENGTH": null, "OLLAMA_NUM_PARALLEL": null, "OLLAMA_GPU_OVERHEAD": null, "OLLAMA_SCHED_SPREAD": null, "OLLAMA_LLM_LIBRARY": null, "LLAMA_ARG_FIT": null, "LLAMA_ARG_FIT_TARGET": null, "OLLAMA_MAX_LOADED_MODELS": null, "OLLAMA_KEEP_ALIVE": null, "OLLAMA_DEBUG": null, "OLLAMA_MODELS": false, "OLLAMA_HOST": false }, "declaredNonDefault": [] } }, "model": { "identifier": "qwen3-14b-2k:latest", "digest": "8284c732396bb23a980e2a6331eb3d26ce7a97eb55f953f180525cd5281248cd", "family": "qwen3", "parameterSize": "14.8B", "quantization": "Q4_K_M", "weightsBytes": 9276198580, "weightsSource": "ollama.tags.size" }, "system": { "cpu": { "model": "12th Gen Intel(R) Core(TM) i9-12900K" }, "gpu": { "present": true, "model": "NVIDIA GeForce RTX 3080", "totalVramBytes": 10737418240, "freeVramBytesAtCheck": 10326376448, "freeVramBytesAtLoad": 1181745152, "utilizationPercentAtCheck": 0, "driverVersion": "595.71.05", "provider": "nvidia-smi" }, "memory": { "totalBytes": 32817025024 }, "os": { "platform": "linux", "version": "Ubuntu 26.04 LTS", "architecture": "x64" }, "power": { "present": false, "onBattery": false } }, "configuration": { "memoryBandwidthGBps": 760, "memoryBandwidthSource": "manufacturer-table", "memoryBandwidthTableVersion": "osai-gpu-memory-bandwidth/2", "memoryBandwidthEntryId": "nvidia-geforce-rtx-3080-10gb", "fixedOptions": { "temperature": 0, "seed": 42, "stream": true }, "workloads": { "w1": { "numPredict": 1, "numCtx": 512, "keepAlive": "5m", "promptTokenRange": null, "warmups": 0, "repetitions": 1, "varyPromptPerCall": false }, "w2": { "numPredict": 128, "numCtx": 4096, "keepAlive": "5m", "promptTokenRange": { "min": 20, "max": 64 }, "warmups": 1, "repetitions": 5, "varyPromptPerCall": false }, "w3": { "numPredict": 1, "numCtx": 4096, "keepAlive": "5m", "promptTokenRange": { "min": 2000, "max": 4095 }, "warmups": 1, "repetitions": 5, "varyPromptPerCall": true }, "w4": { "numPredict": 512, "numCtx": 4096, "keepAlive": "5m", "promptTokenRange": { "min": 20, "max": 64 }, "warmups": 1, "repetitions": 5, "varyPromptPerCall": false } }, "resolved": { "fixedOptions": { "temperature": 0, "seed": 42, "stream": true }, "workloads": { "w1": { "numPredict": 1, "numCtx": 512, "keepAlive": "5m" }, "w2": { "numPredict": 128, "numCtx": 4096, "keepAlive": "5m" }, "w3": { "numPredict": 1, "numCtx": 4096, "keepAlive": "5m" }, "w4": { "numPredict": 512, "numCtx": 4096, "keepAlive": "5m" } }, "runtimeModelParameters": "top_p 0.95\nnum_ctx 2048\nrepeat_penalty 1\nstop \"<|im_start|>\"\nstop \"<|im_end|>\"\ntemperature 0.6\ntop_k 20", "unresolvedRuntimeDefaults": true } }, "rawMeasurements": { "workloads": { "w1": { "warmup": null, "measuredPasses": [ { "index": 1, "valid": true, "attempts": [ { "measurement": { "total_duration": 7912348459, "load_duration": 7780794456, "prompt_eval_count": 15, "prompt_eval_duration": 126426000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 7912348459, "load_duration": 7780794456, "prompt_eval_count": 15, "prompt_eval_duration": 126426000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } } ], "failed": false }, "w2": { "warmup": { "total_duration": 13878719120, "load_duration": 8835625340, "prompt_eval_count": 49, "prompt_eval_duration": 333534000, "eval_count": 128, "eval_duration": 4706694000, "timeToFirstTokenMs": 9277.1178 }, "measuredPasses": [ { "index": 1, "valid": true, "attempts": [ { "measurement": { "total_duration": 4882173190, "load_duration": 133361371, "prompt_eval_count": 49, "prompt_eval_duration": 37867000, "eval_count": 128, "eval_duration": 4675508000, "timeToFirstTokenMs": 281.08035299999756 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 4882173190, "load_duration": 133361371, "prompt_eval_count": 49, "prompt_eval_duration": 37867000, "eval_count": 128, "eval_duration": 4675508000, "timeToFirstTokenMs": 281.08035299999756 }, "validity": { "valid": true, "reasons": [] } }, { "index": 2, "valid": true, "attempts": [ { "measurement": { "total_duration": 4856756341, "load_duration": 133296660, "prompt_eval_count": 49, "prompt_eval_duration": 38306000, "eval_count": 128, "eval_duration": 4683122000, "timeToFirstTokenMs": 247.99526100000367 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 4856756341, "load_duration": 133296660, "prompt_eval_count": 49, "prompt_eval_duration": 38306000, "eval_count": 128, "eval_duration": 4683122000, "timeToFirstTokenMs": 247.99526100000367 }, "validity": { "valid": true, "reasons": [] } }, { "index": 3, "valid": true, "attempts": [ { "measurement": { "total_duration": 4862079234, "load_duration": 130528425, "prompt_eval_count": 49, "prompt_eval_duration": 39433000, "eval_count": 128, "eval_duration": 4690111000, "timeToFirstTokenMs": 247.26937100000214 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 4862079234, "load_duration": 130528425, "prompt_eval_count": 49, "prompt_eval_duration": 39433000, "eval_count": 128, "eval_duration": 4690111000, "timeToFirstTokenMs": 247.26937100000214 }, "validity": { "valid": true, "reasons": [] } }, { "index": 4, "valid": true, "attempts": [ { "measurement": { "total_duration": 4863954595, "load_duration": 127610869, "prompt_eval_count": 49, "prompt_eval_duration": 38415000, "eval_count": 128, "eval_duration": 4695724000, "timeToFirstTokenMs": 243.26783000000432 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 4863954595, "load_duration": 127610869, "prompt_eval_count": 49, "prompt_eval_duration": 38415000, "eval_count": 128, "eval_duration": 4695724000, "timeToFirstTokenMs": 243.26783000000432 }, "validity": { "valid": true, "reasons": [] } }, { "index": 5, "valid": true, "attempts": [ { "measurement": { "total_duration": 4892645194, "load_duration": 131134532, "prompt_eval_count": 49, "prompt_eval_duration": 38652000, "eval_count": 128, "eval_duration": 4720889000, "timeToFirstTokenMs": 246.6578240000017 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 4892645194, "load_duration": 131134532, "prompt_eval_count": 49, "prompt_eval_duration": 38652000, "eval_count": 128, "eval_duration": 4720889000, "timeToFirstTokenMs": 246.6578240000017 }, "validity": { "valid": true, "reasons": [] } } ], "failed": false }, "w3": { "warmup": { "total_duration": 3262125124, "load_duration": 132838594, "prompt_eval_count": 2796, "prompt_eval_duration": 3091552000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "measuredPasses": [ { "index": 1, "valid": true, "attempts": [ { "measurement": { "total_duration": 3494699946, "load_duration": 142959347, "prompt_eval_count": 2796, "prompt_eval_duration": 2962249000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 3494699946, "load_duration": 142959347, "prompt_eval_count": 2796, "prompt_eval_duration": 2962249000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } }, { "index": 2, "valid": true, "attempts": [ { "measurement": { "total_duration": 3428472429, "load_duration": 141243957, "prompt_eval_count": 2796, "prompt_eval_duration": 2946732000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 3428472429, "load_duration": 141243957, "prompt_eval_count": 2796, "prompt_eval_duration": 2946732000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } }, { "index": 3, "valid": true, "attempts": [ { "measurement": { "total_duration": 3455072332, "load_duration": 124800078, "prompt_eval_count": 2796, "prompt_eval_duration": 2946003000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 3455072332, "load_duration": 124800078, "prompt_eval_count": 2796, "prompt_eval_duration": 2946003000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } }, { "index": 4, "valid": true, "attempts": [ { "measurement": { "total_duration": 3451433993, "load_duration": 131464213, "prompt_eval_count": 2796, "prompt_eval_duration": 2936581000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 3451433993, "load_duration": 131464213, "prompt_eval_count": 2796, "prompt_eval_duration": 2936581000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } }, { "index": 5, "valid": true, "attempts": [ { "measurement": { "total_duration": 3361717128, "load_duration": 139729960, "prompt_eval_count": 2796, "prompt_eval_duration": 2858783000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 3361717128, "load_duration": 139729960, "prompt_eval_count": 2796, "prompt_eval_duration": 2858783000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } } ], "failed": false }, "w4": { "warmup": { "total_duration": 19704082680, "load_duration": 137147979, "prompt_eval_count": 49, "prompt_eval_duration": 38892000, "eval_count": 512, "eval_duration": 19156511000, "timeToFirstTokenMs": 624.0628710000019 }, "measuredPasses": [ { "index": 1, "valid": true, "attempts": [ { "measurement": { "total_duration": 19391230376, "load_duration": 146535953, "prompt_eval_count": 49, "prompt_eval_duration": 39039000, "eval_count": 512, "eval_duration": 19135644000, "timeToFirstTokenMs": 331.92462000000523 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 19391230376, "load_duration": 146535953, "prompt_eval_count": 49, "prompt_eval_duration": 39039000, "eval_count": 512, "eval_duration": 19135644000, "timeToFirstTokenMs": 331.92462000000523 }, "validity": { "valid": true, "reasons": [] } }, { "index": 2, "valid": true, "attempts": [ { "measurement": { "total_duration": 19323319260, "load_duration": 130173013, "prompt_eval_count": 49, "prompt_eval_duration": 43123000, "eval_count": 512, "eval_duration": 19147743000, "timeToFirstTokenMs": 251.14224299999478 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 19323319260, "load_duration": 130173013, "prompt_eval_count": 49, "prompt_eval_duration": 43123000, "eval_count": 512, "eval_duration": 19147743000, "timeToFirstTokenMs": 251.14224299999478 }, "validity": { "valid": true, "reasons": [] } }, { "index": 3, "valid": true, "attempts": [ { "measurement": { "total_duration": 19325533776, "load_duration": 140816743, "prompt_eval_count": 49, "prompt_eval_duration": 42147000, "eval_count": 512, "eval_duration": 19140764000, "timeToFirstTokenMs": 260.82969300000696 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 19325533776, "load_duration": 140816743, "prompt_eval_count": 49, "prompt_eval_duration": 42147000, "eval_count": 512, "eval_duration": 19140764000, "timeToFirstTokenMs": 260.82969300000696 }, "validity": { "valid": true, "reasons": [] } }, { "index": 4, "valid": true, "attempts": [ { "measurement": { "total_duration": 19318352372, "load_duration": 138736303, "prompt_eval_count": 49, "prompt_eval_duration": 40685000, "eval_count": 512, "eval_duration": 19136828000, "timeToFirstTokenMs": 257.95379699999467 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 19318352372, "load_duration": 138736303, "prompt_eval_count": 49, "prompt_eval_duration": 40685000, "eval_count": 512, "eval_duration": 19136828000, "timeToFirstTokenMs": 257.95379699999467 }, "validity": { "valid": true, "reasons": [] } }, { "index": 5, "valid": true, "attempts": [ { "measurement": { "total_duration": 19297962932, "load_duration": 140741119, "prompt_eval_count": 49, "prompt_eval_duration": 41740000, "eval_count": 512, "eval_duration": 19113219000, "timeToFirstTokenMs": 260.45658999998705 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 19297962932, "load_duration": 140741119, "prompt_eval_count": 49, "prompt_eval_duration": 41740000, "eval_count": 512, "eval_duration": 19113219000, "timeToFirstTokenMs": 260.45658999998705 }, "validity": { "valid": true, "reasons": [] } } ], "failed": false } } }, "derived": { "generationTokensPerSecond": { "median": 26.754695187729123, "coefficientOfVariation": 0.0006786136456429777, "samples": 5 }, "prefillTokensPerSecond": { "median": 949.0825365758283, "coefficientOfVariation": 0.014191311390677724, "samples": 5 }, "timeToFirstTokenMs": { "median": 247.26937100000214, "coefficientOfVariation": 0.0618372268856857, "samples": 5 }, "coldLoad": { "seconds": 7.780794456, "samples": 1 }, "passFailureRate": { "failedMeasuredPasses": 0, "totalMeasuredPasses": 16, "percent": 0 }, "attemptFailureRate": { "failedAttempts": 0, "totalAttempts": 16, "percent": 0 }, "roofline": { "modelWeightsGB": 9.27619858, "memoryBandwidthGBps": 760, "theoreticalMaxTokensPerSecond": 81.93011322963721, "utilization": 0.3265550861957181 }, "diagnostics": [ { "id": "partial-cpu-offload", "status": "detected", "message": "11% of the model's resident bytes are on the host, not in VRAM", "evidence": { "source": "ollama.ps.size_vram", "granularity": "bytes", "residentBytes": 10153539664, "vramResidentBytes": 8990794710, "hostResidentBytes": 1162744954, "vramResidentFraction": 0.8854837827518827 } }, { "id": "context-vram-headroom", "status": "unavailable", "message": "Ollama /api/show does not expose the resolved KV-cache element type actually in use, so v1.1 does not calculate or threshold projected KV-cache VRAM", "evidence": { "configuredContext": 4096, "availableArchitectureMetadata": { "source": "ollama.show.model_info", "architecture": "qwen3", "blockCount": 40, "kvHeadCount": 8, "attentionHeadCount": 40, "embeddingLength": 5120, "headDimension": 128, "resolvedElementType": null, "projectedBytes": null, "calculationAvailable": false, "missingInputs": [ "resolvedKvCacheElementType" ] }, "missingInput": "resolvedKvCacheElementType" } }, { "id": "cpu-only-with-gpu", "status": "not-detected", "message": "89% of the model's resident bytes are in VRAM", "evidence": { "source": "ollama.ps.size_vram", "granularity": "bytes", "residentBytes": 10153539664, "vramResidentBytes": 8990794710, "hostResidentBytes": 1162744954, "vramResidentFraction": 0.8854837827518827, "gpuModel": "NVIDIA GeForce RTX 3080" } }, { "id": "weights-exceed-vram", "status": "not-detected", "message": "Quantized on-disk model weight size does not exceed total VRAM", "evidence": { "weightsBytes": 9276198580, "totalVramBytes": 10737418240 } } ] } }