{"id":"run_rF9JXzLs1PKkGtKM","owner":"anonymous-EVjB2S","publishedAt":"2026-08-28T04:44:20.295Z","manifest":{"schema_version":"1.0","kind":"run","client_run_id":"rps-36a3e762402beac3a83ed08cea389dcea3c79b29","name":"unsloth/Qwen3.8-27B-NVFP4 | enforce-eager | 1024->256 | C8","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":"enforce-eager"},"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":true,"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 --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":"f08cb0bccfbd93f7ea4cee52d5b921a8250619c0ed7abd572cd2159a829f7d28","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":8,"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":56,"runpile.preemption_log_mentions":0,"runpile.readiness_request_count":1,"runpile.controller_source_sha256":"f08cb0bccfbd93f7ea4cee52d5b921a8250619c0ed7abd572cd2159a829f7d28","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 8 --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-tp1__enforce-eager__serve-fixed-1k-256-v1__c8__r1__attempt1.json --num-warmups 16 --metadata campaign=runpile-rtx5090-remaining-models-20260827-2 config_id=qwen38-27b-nvfp4-tp1 server_variant=enforce-eager 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":10171.538757160306,"p90":10287.958149099723,"p95":10296.191478148103,"p99":10494.907919876277,"mean":10195.916116090302,"stddev":80.45496296609761,"sample_count":256,"measurement_status":"measured"},"inter_token":{"p50":36.439595045521855,"p90":36.99528411962092,"p95":37.10317744407803,"p99":37.51119004096836,"mean":36.78078401883563,"stddev":16.54089460740182,"sample_count":256,"measurement_status":"measured"},"time_to_first_token":{"p50":896.951645379886,"p90":897.6184637285769,"p95":897.8251605294645,"p99":1297.0832634018734,"mean":816.8163340687897,"stddev":253.6361388441799,"sample_count":256,"measurement_status":"measured"},"time_per_output_token":{"p50":36.50017771413367,"p90":39.04362453659083,"p95":39.374146399124726,"p99":39.68203470850473,"mean":36.7807834589079,"stddev":0.9923108044674821,"sample_count":256,"measurement_status":"measured"}},"throughput":{"requests_per_second":{"value":0.7845840549381624,"sample_count":256,"measurement_status":"measured"},"total_tokens_per_second":{"value":1004.2675903208478,"sample_count":256,"measurement_status":"measured"},"output_tokens_per_second":{"value":200.85351806416958,"sample_count":256,"measurement_status":"measured"}},"failed_requests":0,"duration_seconds":326.28753845905885,"total_input_tokens":262144,"successful_requests":256,"total_output_tokens":65536},"artifacts":[{"kind":"vllm_bench_serve_json","sha256":"f8cb3e8b64705ef9d5834dfd4a67e71119531c47474cec83330bdb6498ec4a64","license":"CC-BY-4.0","filename":"qwen38-27b-nvfp4-tp1__enforce-eager__serve-fixed-1k-256-v1__c8__r1.json","media_type":"application/json","size_bytes":1912,"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":[]}