RAG Pipeline Recommendation: GPT-4 0125 Preview
RAG Pipeline → GPT-4 0125 Preview
Use Case Overview
GPT-4 0125 Preview by Openai is a recommended option for the RAG Pipeline use case.
Recommended Models
| Rank | Vendor | Context Window | Score |
|---|
| #9 | Openai | 128K | 36/100 |
| Benchmark | Score |
|---|
| MMLU | 82.6 |
| HUMANEVAL | 80.3 |
| GSM8K | 82.9 |
| MATH | 42.3 |
| BBH | 78.2 |
| GPQA | 46.8 |
Strengths
- MMLU score 82.6, strong knowledge reasoning.
- HumanEval 80.3, excellent code generation.
- Context window 128K.
Requirements
- API key from openai
- Input length within 128K context window