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Note: Results are for reference only and may vary depending on hardware, software configuration, and workload.
| Test | TTFT(ms) | TPOT(ms) | pp TPS | tg TPS | E2E(s) | Throughput | Peak Mem |
|---|---|---|---|---|---|---|---|
| pp1024/tg128 | 6074.9 | 67.08 | 168.6 tok/s | 15.0 tok/s | 14.615 | 78.8 tok/s | 11.71 GB |
| pp4096/tg128 | 44281.6 | 96.54 | 92.5 tok/s | 10.4 tok/s | 56.590 | 74.6 tok/s | 13.21 GB |
| Batch | tg TPS | Speedup | pp TPS | pp TPS/req | TTFT(ms) | E2E(s) |
|---|---|---|---|---|---|---|
| 1x | 15.0 tok/s | 1.00x | 168.6 tok/s | 168.6 tok/s | 6074.9 | 14.615 |
| 2x | 11.2 tok/s | 0.75x | 142.4 tok/s | 71.2 tok/s | 14382.5 | 37.157 |
| 4x | 13.1 tok/s | 0.87x | 129.4 tok/s | 32.4 tok/s | 31210.7 | 70.791 |
Note: Each benchmark round tests only 30 questions. Results are for reference only.
| Benchmark | Accuracy | Correct | Total | Time(s) | Think |
|---|---|---|---|---|---|
| MMLU | 56.7% | 17 | 30 | 189.5 | No |
| TRUTHFULQA | 63.3% | 19 | 30 | 77.2 | No |
| GSM8K | 80.0% | 24 | 30 | 649.4 | No |
| MATHQA | 23.3% | 7 | 30 | 396.5 | No |
| HUMANEVAL | 83.3% | 25 | 30 | 1468.4 | No |