malaiwah/Qwen3.8-27B-EXL3-K5K6-hydrated

Hardware
1× NVIDIA GeForce RTX 5090
Workload
256 → 1024
Runs
9 eligible
Efficient frontierOther eligible run
p95 TTFT (ms)Request throughput (req/s)043684.301run_DRZYQQuCeSlY_MJ1: 0.22 req/s, p95 TTFT 1,003.2 msrun_yHKolpYUxyPudMMw: 0.22 req/s, p95 TTFT 1,007.1 msrun_xOg0mJ69fpGVuUh3: 0.11 req/s, p95 TTFT 526.3 msrun_PU6dnpKSXiSrdXsk: 0.11 req/s, p95 TTFT 526.8 msrun_3bUoYITscfqVJqQx: 0.11 req/s, p95 TTFT 526.5 msrun_fVJZTDCB-elvU7XA: 0.6 req/s, p95 TTFT 43,684.3 msrun_jnLsjS7Hp7iW9jP9: 0.06 req/s, p95 TTFT 305.9 msrun_NwYJE9mTOKetPeNi: 0.03 req/s, p95 TTFT 150.6 msrun_BWMCOA5Ky7fZrc-W: 0.43 req/s, p95 TTFT 2,017.5 ms

Runs

All published runs with the same model build, accelerator setup, and request shape. Benchmark methodology remains attached to each run.

RuntimeMaterial parametersTest loadReq/sOutput tok/sp95 TTFTp95 TPOTp95 E2EFailuresRun
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34dtype=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=16384c=8222.41,003.2 ms35.84 ms37,218.7 ms0run_DRZYQQuCeSlY_MJ1
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34dtype=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=16384c=8225.11,007.1 ms35.41 ms36,681 ms0run_yHKolpYUxyPudMMw
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34dtype=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=16384c=4114.9526.3 ms34.86 ms35,901.3 ms0run_xOg0mJ69fpGVuUh3
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34dtype=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=16384c=4114.7526.8 ms34.82 ms35,891.7 ms0run_PU6dnpKSXiSrdXsk
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34dtype=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=16384c=4114.9526.5 ms34.78 ms35,923 ms0run_3bUoYITscfqVJqQx
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34dtype=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=16384c=32613.543,684.3 ms41.29 ms85,810.1 ms0run_fVJZTDCB-elvU7XA
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34dtype=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=16384c=258.2305.9 ms34.43 ms35,428.4 ms0run_jnLsjS7Hp7iW9jP9
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34dtype=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=16384c=130150.6 ms33.42 ms34,338.3 ms0run_NwYJE9mTOKetPeNi
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34dtype=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=16384c=16436.62,017.5 ms36.35 ms37,936.6 ms0run_BWMCOA5Ky7fZrc-W
Runtime
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34
Material parameters
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
Test load
c=8
Req/s
Output tok/s
222.4
p95 TTFT / TPOT
1,003.2 ms / 35.84 ms
Runtime
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34
Material parameters
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
Test load
c=8
Req/s
Output tok/s
225.1
p95 TTFT / TPOT
1,007.1 ms / 35.41 ms
Runtime
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34
Material parameters
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
Test load
c=4
Req/s
Output tok/s
114.9
p95 TTFT / TPOT
526.3 ms / 34.86 ms
Runtime
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34
Material parameters
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
Test load
c=4
Req/s
Output tok/s
114.7
p95 TTFT / TPOT
526.8 ms / 34.82 ms
Runtime
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34
Material parameters
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
Test load
c=4
Req/s
Output tok/s
114.9
p95 TTFT / TPOT
526.5 ms / 34.78 ms
Runtime
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34
Material parameters
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
Test load
c=32
Req/s
Output tok/s
613.5
p95 TTFT / TPOT
43,684.3 ms / 41.29 ms
Runtime
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34
Material parameters
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
Test load
c=2
Req/s
Output tok/s
58.2
p95 TTFT / TPOT
305.9 ms / 34.43 ms
Runtime
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34
Material parameters
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
Test load
c=1
Req/s
Output tok/s
30
p95 TTFT / TPOT
150.6 ms / 33.42 ms
Runtime
vllm 0.11.2.dev280+gilded.gnosis.v20.vllm4d006a4.b12xcd3ce19.fi1ac6942.cu132.20260810.r34
Material parameters
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
Test load
c=16
Req/s
Output tok/s
436.6
p95 TTFT / TPOT
2,017.5 ms / 36.35 ms