RAG Pipeline Recommendation: Claude 3 Opus
RAG Pipeline → Claude 3 Opus
Ikhtisar Kasus Penggunaan
Claude 3 Opus by Anthropic is a recommended option for the RAG Pipeline use case.
Model Rekomendasi
| Peringkat | Vendor | Jendela Konteks | Score |
|---|
| #5 | Anthropic | 200K | 36/100 |
Analisis Kinerja
Kinerja Benchmark
| Benchmark | Skor |
|---|
| MMLU | 81.2 |
| HUMANEVAL | 83.3 |
| GSM8K | 91.8 |
| MATH | 42.7 |
| BBH | 81.6 |
| GPQA | 46.0 |
Kelebihan
- MMLU score 81.2, strong knowledge reasoning.
- HumanEval 83.3, excellent code generation.
- GSM8K 91.8, robust math reasoning.
- 支持文本、图像、音频多模态输入。
- 上下文窗口 200K，支持长文本。
Persyaratan
- 需要 anthropic 的 API 密钥
- 输入长度须在 200K 上下文窗口内