Embeddings Generation Recommendation: DeepSeek V3
Embeddings Generation → DeepSeek V3
Use Case Overview
DeepSeek V3 by Deepseek is a recommended option for the Embeddings Generation use case.
Recommended Models
| Rank |
Vendor |
Context Window |
Score |
| #7 |
Deepseek |
64K |
17/100 |
| Benchmark |
Score |
| MMLU |
88.5 |
| HUMANEVAL |
82.6 |
| GSM8K |
89.3 |
| MATH |
61.6 |
| BBH |
84.9 |
Strengths
- MMLU score 88.5, strong knowledge reasoning.
- HumanEval 82.6, excellent code generation.
- GSM8K 89.3, robust math reasoning.
- Mixture-of-Experts architecture.
Requirements
- API key from deepseek
- Input length within 64K context window