{"id":"run_CZeGb8kvrTCmiIdE","owner":"anonymous-EVjB2S","publishedAt":"2026-08-29T12:46:58.350Z","manifest":{"schema_version":"1.0","kind":"run","client_run_id":"rps-0a3c7c5fd1e542434d1a142a6a78cc398f4573c2","name":"unsloth/Qwen3.8-27B-NVFP4 | baseline | 1024->256 | C4","notes":"Aggregate-only synthetic online serving measurement. It reports serving performance and does not evaluate model quality.","visibility":"public","license":"CC-BY-4.0","outcome":"completed","subject":{"type":"model","source":"huggingface","adapters":[],"revision":"7d6f8d4d72f56b92b3cdbf22f156b90e1bab0108","identifier":"unsloth/Qwen3.8-27B-NVFP4","modalities":["text"],"architecture":"Qwen3_5ForConditionalGeneration","quantization":{"format":"NVFP4 mixed precision","recipe":"Unsloth Dynamic V3.0 preview","checkpoint":"compressed-tensors"},"modifications":["Multimodal inputs disabled at serving time."],"revision_kind":"commit","parameter_count_total":27000000000,"parameter_count_active":27000000000},"environment":{"os":"Linux-6.8.0-136-generic-x86_64-with-glibc2.39","cpu":{"model":"x86_64"},"kernel":"6.8.0-136-generic","topology":"One server engine on one GPU.","accelerators":[{"count":1,"model":"NVIDIA GeForce RTX 5090","driver":"580.173.02","vendor":"NVIDIA","architecture":"Blackwell SM120","interconnect":"single device","memory_bytes_per_device":34190917632}],"driver_versions":{"nvidia":"580.173.02"},"host_architecture":"x86_64","system_memory_bytes":269585743872},"runtime":{"engine":"vllm","version":"0.28.0","extensions":{"runpile.server_variant":"baseline"},"parameters":{"server":{"dtype":"bfloat16","max_num_seqs":32,"enforce_eager":true,"max_model_len":9216,"kv_cache_dtype":"fp8","prefix_caching":false,"chunked_prefill":true,"expert_parallel":false,"async_scheduling":false,"gpu_memory_utilization":0.92,"max_num_batched_tokens":16384}},"parallelism":{"data":1,"expert":1,"tensor":1,"pipeline":1,"replicas":1},"launch_command":"CUDA_VISIBLE_DEVICES=0 vllm serve unsloth/Qwen3.8-27B-NVFP4 --revision 7d6f8d4d72f56b92b3cdbf22f156b90e1bab0108 --port 9000 --host 127.0.0.1 --dtype bfloat16 --gpu-memory-utilization 0.92 --max-model-len 9216 --max-num-batched-tokens 16384 --max-num-seqs 32 --tensor-parallel-size 1 --pipeline-parallel-size 1 --kv-cache-dtype fp8 --distributed-executor-backend mp --no-enable-prefix-caching --enable-chunked-prefill --no-async-scheduling --enforce-eager --served-model-name unsloth/Qwen3.8-27B-NVFP4 --disable-uvicorn-access-log --language-model-only","build_identifier":"vllm-0.28.0-cu130-gguf-0.0.5","safe_environment":{"HF_HUB_OFFLINE":"1","CUDA_VISIBLE_DEVICES":"0","TOKENIZERS_PARALLELISM":"false"}},"workload":{"mode":"online","task":"text_generation","client":{"name":"vllm bench serve","backend":"vllm","version":"0.28.0","placement":"same-host"},"dataset":{"sha256":"74b57f701750018dce349c2ec7ae008a4de70ab161e515359e7ae76b31d90338","generator":"runpile-sweeps-tokenizer-verified-jsonl","synthetic":true,"generator_revision":"d93886d7ee93eb0634b5f426ff480ce0a5798ad447d080e9c42a0d330a8bd055","shared_prefix_tokens":0},"sampling":{"mode":"greedy","temperature":0},"stopping":{"ignore_eos":true,"max_output_tokens":256},"streaming":true,"tokenizer":{"revision":"7d6f8d4d72f56b92b3cdbf22f156b90e1bab0108","identifier":"unsloth/Qwen3.8-27B-NVFP4"},"extensions":{"runpile.profile_id":"serve-fixed-1k-256-v1"},"concurrency":4,"random_seed":0,"input_tokens":{"kind":"fixed","value":1024},"endpoint_type":"openai-compatible-completions","output_tokens":{"kind":"fixed","value":256},"request_count":256,"arrival_process":"closed_loop","prefix_behavior":{"cache_state":"warm-host","cache_enabled":false,"shared_prefix_tokens":0},"warmup_request_count":16,"request_rate_per_second":null},"measurement":{"notes":"Aggregate-only output.","warmup":"16 unmeasured warmups per invocation after one readiness request.","harness":"vllm bench serve","version":"0.28.0","extensions":{"runpile.declared_warmup_count":16,"runpile.max_gpu_temperature_c":52,"runpile.preemption_log_mentions":0,"runpile.readiness_request_count":1,"runpile.controller_source_sha256":"d93886d7ee93eb0634b5f426ff480ce0a5798ad447d080e9c42a0d330a8bd055","runpile.independent_repetition_index":1},"repetitions":1,"timing_scope":"client-observed streaming request latency","benchmark_command":"vllm bench serve --backend vllm --base-url http://127.0.0.1:9000 --endpoint /v1/completions --model unsloth/Qwen3.8-27B-NVFP4 --tokenizer unsloth/Qwen3.8-27B-NVFP4 --dataset-name custom --dataset-path <EXACT_SYNTHETIC_DATASET> --custom-output-len 256 --skip-chat-template --disable-shuffle --num-prompts 256 --max-concurrency 4 --request-rate inf --seed 0 --ignore-eos --temperature 0 --percentile-metrics ttft,tpot,itl,e2el --metric-percentiles 50,90,95,99 --disable-tqdm --save-result --result-dir <local-path> --result-filename qwen38-27b-nvfp4-vllm028-tp1__baseline__serve-fixed-1k-256-v1__c4__r1__attempt1.json --num-warmups 16 --metadata campaign=runpile-rtx5090-qwen38-exl3-pilot-20260828 config_id=qwen38-27b-nvfp4-vllm028-tp1 server_variant=baseline workload_key=serve-fixed-1k-256-v1 repetition=1 aggregate_only=true","retry_failure_treatment":"Failed requests counted; no client retries.","client_overhead_included":true},"results":{"latency_ms":{"end_to_end":{"p50":9890.249721473083,"p90":10010.557317407802,"p95":10027.74766786024,"p99":10031.560285529122,"mean":9906.911524663883,"stddev":70.21128615672053,"sample_count":256,"measurement_status":"measured"},"inter_token":{"p50":37.16622502543032,"p90":37.76819873601198,"p95":37.85508838482201,"p99":38.075337912887335,"mean":37.53188968139333,"stddev":8.439984220455258,"sample_count":256,"measurement_status":"measured"},"time_to_first_token":{"p50":403.32908765412867,"p90":403.92837207764387,"p95":404.0911183692515,"p99":406.306504108943,"mean":336.2798391153774,"stddev":116.58801468244371,"sample_count":256,"measurement_status":"measured"},"time_per_output_token":{"p50":37.4028099737331,"p90":38.380324997592204,"p95":38.60194390484442,"p99":38.79743380581631,"mean":37.53188896293532,"stddev":0.5326783303233337,"sample_count":256,"measurement_status":"measured"}},"throughput":{"requests_per_second":{"value":0.40374638950583114,"sample_count":256,"measurement_status":"measured"},"total_tokens_per_second":{"value":516.7953785674639,"sample_count":256,"measurement_status":"measured"},"output_tokens_per_second":{"value":103.35907571349277,"sample_count":256,"measurement_status":"measured"}},"failed_requests":0,"duration_seconds":634.0613975850865,"total_input_tokens":262144,"successful_requests":256,"total_output_tokens":65536},"artifacts":[{"kind":"vllm_bench_serve_json","sha256":"a38d7485c77fc10c9f918771eaae3165631a918459b610b583e1f5fe1c84cd71","license":"CC-BY-4.0","filename":"qwen38-27b-nvfp4-vllm028-tp1__baseline__serve-fixed-1k-256-v1__c4__r1.json","media_type":"application/json","size_bytes":1910,"visibility":"private","client_artifact_id":"raw-vllm-serve","raw_requests_included":false}],"provenance":{"tool":"runpile HTTP importer","source":"import","tool_version":"1.0"},"warnings":["Review imported facts against the local model, hardware, launch command, and benchmark command before publication."]},"indexingState":"indexed","resultKey":"res_URiduwnYYa2G-wiSqVSkP0ZH","eligibilityReasons":[],"artifactBacked":true,"downloads":[]}