Multi-step Planning Recommendation: Llama 3.1 405B
Multi-step Planning → Llama 3.1 405B
Use Case Overview
Llama 3.1 405B by Meta is a recommended option for the Multi-step Planning use case.
Recommended Models
| Rank | Vendor | Context Window | Score |
|---|
| #6 | Meta | 128K | 37/100 |
| Benchmark | Score |
|---|
| MMLU | 88.6 |
| HUMANEVAL | 89.0 |
| GSM8K | 89.2 |
| MATH | 73.8 |
| BBH | 82.9 |
Strengths
- MMLU score 88.6, strong knowledge reasoning.
- HumanEval 89.0, excellent code generation.
- GSM8K 89.2, robust math reasoning.
Requirements
- API key from meta
- Input length within 128K context window