RAG Pipeline Recommendation: Claude 3 Opus
RAG Pipeline → Claude 3 Opus
Use Case Overview
Claude 3 Opus by Anthropic is a recommended option for the RAG Pipeline use case.
Recommended Models
| Rank | Vendor | Context Window | Score |
|---|
| #5 | Anthropic | 200K | 36/100 |
| Benchmark | Score |
|---|
| MMLU | 81.2 |
| HUMANEVAL | 83.3 |
| GSM8K | 91.8 |
| MATH | 42.7 |
| BBH | 81.6 |
| GPQA | 46.0 |
Strengths
- MMLU score 81.2, strong knowledge reasoning.
- HumanEval 83.3, excellent code generation.
- GSM8K 91.8, robust math reasoning.
- Input Modalities: text, image, audio.
- Context window 200K.
Requirements
- API key from anthropic
- Input length within 200K context window