High Throughput Inference Recommendation: DeepSeek Coder V2
High Throughput Inference → DeepSeek Coder V2
Descripción del caso de uso
DeepSeek Coder V2 by Deepseek is a recommended option for the High Throughput Inference use case.
Modelos recomendados
| Rango | Proveedor | Ventana de contexto | Score |
|---|
| #5 | Deepseek | 128K | 34/100 |
Análisis de rendimiento
Rendimiento en benchmarks
| Benchmark | Puntuación |
|---|
| MMLU | 72.3 |
| HUMANEVAL | 88.9 |
| GSM8K | 62.9 |
| MATH | 38.2 |
| BBH | 72.3 |
| GPQA | 25.4 |
Fortalezas
- HumanEval 88.9, excellent code generation.
- 采用 MoE 混合专家架构。
Requisitos
- 需要 deepseek 的 API 密钥
- 输入长度须在 128K 上下文窗口内