Embeddings Generation Recommendation: DeepSeek V3
Embeddings Generation → DeepSeek V3
Kullanım Senaryosu Genel Bakışı
DeepSeek V3 by Deepseek is a recommended option for the Embeddings Generation use case.
Önerilen Modeller
| Sıralama | Satıcı | Bağlam Penceresi | Score |
|---|
| #7 | Deepseek | 64K | 17/100 |
| Benchmark | Puan |
|---|
| MMLU | 88.5 |
| HUMANEVAL | 82.6 |
| GSM8K | 89.3 |
| MATH | 61.6 |
| BBH | 84.9 |
Güçlü Yönler
- MMLU score 88.5, strong knowledge reasoning.
- HumanEval 82.6, excellent code generation.
- GSM8K 89.3, robust math reasoning.
- 采用 MoE 混合专家架构。
Gereksinimler
- 需要 deepseek 的 API 密钥
- 输入长度须在 64K 上下文窗口内