{"id":"run_8UpzMA2oIwtEKZYV","owner":"anonymous-TWTejS","publishedAt":"2026-08-24T03:58:59.824Z","manifest":{"schema_version":"1.0","kind":"run","client_run_id":"vllm-ab884334f209-1","name":"Muse-Glimmer-30B-GGUF | 4x RTX 5090 | 1024->256 | C16","notes":"Text-only synthetic serving measurement. Exact token lengths, greedy decoding, streaming responses, and EOS ignored. No prompts, generated text, request bodies, or response bodies are retained in the aggregate artifact.","visibility":"public","license":"CC-BY-4.0","outcome":"completed","subject":{"type":"model","source":"huggingface","adapters":[],"revision":"70bf1b61ac09f91b24d39038091b41c582bc5d7a","identifier":"meta-models/Muse-Glimmer-30B-GGUF","modalities":["text"],"architecture":"MuseGlimmerForConditionalGeneration","quantization":{"format":"Dynamic Q4_K_XL","checkpoint":"GGUF"},"modifications":[],"revision_kind":"commit","parameter_count_total":30000000000,"parameter_count_active":30000000000},"environment":{"os":"Ubuntu 24.04.4 LTS","cpu":{"model":"AMD Ryzen Threadripper PRO 9955WX 16-Cores","sockets":1,"numa_nodes":1,"logical_cpus":32,"physical_cores":16},"kernel":"6.8.0-136-generic","topology":"Four independent one-GPU replicas, one per GPU, behind the recorded round-robin HTTP proxy.","accelerators":[{"count":4,"model":"NVIDIA GeForce RTX 5090","driver":"580.173.02","vendor":"NVIDIA","architecture":"Blackwell SM120","interconnect":"PCIe within one NUMA node; no NVLink","memory_bytes_per_device":34190917632}],"driver_versions":{"nvidia":"580.173.02","cuda_compiler":"Build cuda_13.1.r13.1/compiler.37061995_0"},"host_architecture":"x86_64","system_memory_bytes":269585743872},"runtime":{"engine":"llama.cpp","version":"b10353","parameters":{"server":{"dflash":false,"kv_cache":"Q8_0","slots_per_replica":64,"context_tokens_per_slot":2048,"context_tokens_per_replica":131072},"load_balancer":{"type":"round_robin_llama_cpp_compat_proxy","cache_prompt":false,"sse_usage_split":true,"tokenizer_schema_translation":true}},"parallelism":{"tensor":1,"pipeline":1,"replicas":4},"launch_command":"CUDA_VISIBLE_DEVICES=0 llama-server -m Muse-Glimmer-30B-KQuant-Dynamic-Q4_K_XL.gguf -a meta-models/Muse-Glimmer-30B-GGUF -ngl 99 -c 131072 -np 64 --flash-attn on -ctk q8_0 -ctv q8_0 --host 127.0.0.1 --port 9001 --jinja --temp 1.0 --top-p 0.95 --top-k 64 -t 16 -tb 16\nCUDA_VISIBLE_DEVICES=1 llama-server -m Muse-Glimmer-30B-KQuant-Dynamic-Q4_K_XL.gguf -a meta-models/Muse-Glimmer-30B-GGUF -ngl 99 -c 131072 -np 64 --flash-attn on -ctk q8_0 -ctv q8_0 --host 127.0.0.1 --port 9002 --jinja --temp 1.0 --top-p 0.95 --top-k 64 -t 16 -tb 16\nCUDA_VISIBLE_DEVICES=2 llama-server -m Muse-Glimmer-30B-KQuant-Dynamic-Q4_K_XL.gguf -a meta-models/Muse-Glimmer-30B-GGUF -ngl 99 -c 131072 -np 64 --flash-attn on -ctk q8_0 -ctv q8_0 --host 127.0.0.1 --port 9003 --jinja --temp 1.0 --top-p 0.95 --top-k 64 -t 16 -tb 16\nCUDA_VISIBLE_DEVICES=3 llama-server -m Muse-Glimmer-30B-KQuant-Dynamic-Q4_K_XL.gguf -a meta-models/Muse-Glimmer-30B-GGUF -ngl 99 -c 131072 -np 64 --flash-attn on -ctk q8_0 -ctv q8_0 --host 127.0.0.1 --port 9004 --jinja --temp 1.0 --top-p 0.95 --top-k 64 -t 16 -tb 16\nRUNPILE_BACKENDS=<replica-urls> RUNPILE_PROXY_PORT=9000 python llama_compat_proxy.py","source_revision":"f8def7fe168bab245fbf15d3f18b26dbb1ef73c8","safe_environment":{"CUDA_VISIBLE_DEVICES":"one distinct GPU index per replica"}},"workload":{"mode":"online","task":"text_generation","client":{"name":"vllm bench serve","backend":"openai","version":"0.27.1"},"dataset":{"name":"vllm-random","range_ratio":0,"random_prefix_tokens":0},"sampling":{"mode":"greedy","temperature":0},"stopping":{"ignore_eos":true,"max_tokens":256},"streaming":true,"tokenizer":{"revision":"a4e59da52a7bc87ae7251dd5545c0dd437c44b68","identifier":"meta-models/Muse-Glimmer-30B"},"concurrency":16,"random_seed":20260823,"input_tokens":{"kind":"fixed","value":1024},"endpoint_type":"openai_completions","output_tokens":{"kind":"fixed","value":256},"request_count":200,"arrival_process":"closed_loop","prefix_behavior":{"shared_prefix_tokens":0,"server_prefix_caching":false},"warmup_request_count":16,"request_rate_per_second":null},"measurement":{"notes":"Aggregate-only output; --save-detailed was not enabled. For llama.cpp, the recorded compatibility proxy disables prompt caching, translates tokenize/detokenize schemas, and splits combined SSE usage so the harness verifies exact server token counts.","warmup":"16 explicit requests before the curve; the harness also issues one unmeasured endpoint test immediately before each timed point.","harness":"vllm bench serve","version":"0.27.1","repetitions":1,"timing_scope":"Client-observed, streaming online serving interval after the harness initial test request.","benchmark_command":"vllm bench serve --backend openai --host localhost --port 9000 --endpoint /v1/completions --model meta-models/Muse-Glimmer-30B-GGUF --tokenizer meta-models/Muse-Glimmer-30B --dataset-name random --random-input-len 1024 --random-output-len 256 --random-range-ratio 0 --num-prompts 200 --request-rate inf --max-concurrency 16 --ignore-eos --temperature 0 --seed 20260823 --percentile-metrics ttft,tpot,itl,e2el --metric-percentiles 50,90,95,99 --disable-tqdm --save-result --result-dir results --result-filename muse-glimmer-30b-dynamic-q4-k-xl__r4__i1024__o256__c16.json","retry_failure_treatment":"No client retries; failed requests are counted as failures.","client_overhead_included":true},"results":{"latency_ms":{"end_to_end":{"p50":5748.983123572543,"p90":9671.474677673541,"p95":13346.687800367363,"p99":15164.442709095305,"mean":6578.409561765147,"stddev":2488.3339745994513,"sample_count":200,"measurement_status":"measured"},"inter_token":{"p50":17.991334083490074,"p90":45.362533908337355,"p95":48.95286897663026,"p99":147.82503461930898,"mean":24.83051911348277,"stddev":22.38798944490642,"sample_count":200,"measurement_status":"measured"},"time_to_first_token":{"p50":342.31140394695103,"p90":607.6167125254865,"p95":1095.6979828304611,"p99":1109.5785563369282,"mean":415.2266227232758,"stddev":205.60096151335043,"sample_count":200,"measurement_status":"measured"},"time_per_output_token":{"p50":21.206763767016433,"p90":33.203561173423225,"p95":48.09584048846004,"p99":55.131707477018054,"mean":24.16934485898773,"stddev":9.149984557349608,"sample_count":200,"measurement_status":"measured"}},"throughput":{"requests_per_second":{"value":2.381374065543586,"sample_count":200,"measurement_status":"measured"},"total_tokens_per_second":{"value":3048.1588038957902,"sample_count":200,"measurement_status":"measured"},"output_tokens_per_second":{"value":609.6317607791581,"sample_count":200,"measurement_status":"measured"}},"failed_requests":0,"duration_seconds":83.98512560199015,"total_input_tokens":204800,"successful_requests":200,"total_output_tokens":51200},"artifacts":[{"kind":"vllm_bench_serve_json","sha256":"ab884334f2098fcf9712a9232076874d98e847df418b38762ba43a1e26ff61c5","license":"CC-BY-4.0","filename":"muse-glimmer-30b-dynamic-q4-k-xl__r4__i1024__o256__c16.json","media_type":"application/json","size_bytes":1687,"visibility":"private","client_artifact_id":"raw-vllm-serve","raw_requests_included":false}],"provenance":{"tool":"Runpile vllm importer completed from local evidence","source":"import","generated_at":"2026-08-24T03:58:59.263729+00:00","tool_version":"1.0"}},"indexingState":"indexed","resultKey":"res_Afr6481TGJdtta0GOICA_Uzz","eligibilityReasons":[],"artifactBacked":true,"downloads":[]}