Argonne LLM-Inference-Bench: MI250 x1, vLLM 0.6.1, Mixtral-8x7B FP16, 128in/128out, batch 64
1218.6 tok/s aggregate across 64 batched requests
Fields
id
benchmarks/argonne-mi250-vllm-mixtral-8x7b-fp16-b64-128io-tpsMetric
tps_aggregate
Value
1,218.6
Unit
tok/s aggregate across 64 batched requests
Model
mistralai/Mixtral-8x7B-v0.1
Methodology
THIRD-PARTY MEASURED (Argonne LLM-Inference-Bench, arXiv:2411.00136, All_results.csv). vLLM benchmark_throughput.py, FP16/BF16, 128 in / 128 out. Throughput = batch*(in+out)/end-to-end latency = AGGREGATE over the batch, NOT per-request decode. Batch 64, 1x MI250. Latency 13.445s.
Measured by
third_party
Reproducible
yes