High Throughput Inference Recommendation: DeepSeek Coder V2
High Throughput Inference → DeepSeek Coder V2
Use Case Overview
DeepSeek Coder V2 by Deepseek is a recommended option for the High Throughput Inference use case.
Recommended Models
| Rank | Vendor | Context Window | Score |
|---|
| #5 | Deepseek | 128K | 34/100 |
| Benchmark | Score |
|---|
| MMLU | 72.3 |
| HUMANEVAL | 88.9 |
| GSM8K | 62.9 |
| MATH | 38.2 |
| BBH | 72.3 |
| GPQA | 25.4 |
Strengths
- HumanEval 88.9, excellent code generation.
- Mixture-of-Experts architecture.
Requirements
- API key from deepseek
- Input length within 128K context window