code.generation.mbpp-mini
3 entries.
Pareto frontier computed on
throughput_tok_per_s (higher is better) vs.
ttft_p50_ms (lower is better).
Rows marked P are on the frontier.
3 of 3 matching
| Model | Engine | Hardware | Quant | TTFT P50 (ms) | TTFT P99 (ms) | Throughput (tok/s) | $/M tokens | J/token | Power avg (W) | Power peak (W) | WER mean | J / audio s | Envelope | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Qwen/Qwen2.5-7B-Instruct | vllm unknown | 8x NVIDIA H100 80GB HBM3 | bf16 | 16.43 | — | — | — | 6.58 | 869 | 938 | — | — | JSON | |
| Qwen/Qwen2.5-Coder-7B-Instruct | vllm unknown | 8x NVIDIA H100 80GB HBM3 | fp16 | 18.07 | — | — | — | — | — | — | — | — | JSON | |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | vllm unknown | 8x NVIDIA H100 80GB HBM3 | fp16 | 55.04 | — | — | — | — | — | — | — | — | JSON |