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20 changes: 20 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -61,6 +61,7 @@ This framework features **flexible agent registry**, **customizable multi-agent
- [Run Examples](#run-examples)
- [Search](#search)
- [Math](#math)
- [Compute Requirements](#compute-requirements)
- [Multi-Agent Development Guide](#multi-agent-development-guide)
- [Acknowledgement](#acknowledgement)

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bash examples/drmas_trainer/run_math.sh eval
```

# Compute Requirements

### 1. Search Task
| Strategy | Model Configuration | Resources | Est. Time |
| :--- | :--- | :--- | :--- |
| **LLM Sharing** | 1 $\times$ Qwen2.5-3B | 4 $\times$ H100 | ~12h |
| **LLM Non-Sharing** | 3 $\times$ Qwen2.5-3B | 4 $\times$ H100 | ~13h |
| **LLM Sharing** | 1 $\times$ Qwen2.5-7B | 8 $\times$ H100 | ~25h |
| **LLM Non-Sharing** | 3 $\times$ Qwen2.5-7B | 8 $\times$ H100 | ~26h |
| **Heterogeneous** | 2 $\times$ Llama-3.2-3B + 1 $\times$ Qwen2.5-7B | 8 $\times$ H100 | ~16h |

### 2. Math Task
| Strategy | Model Configuration | Resources | Est. Time |
| :--- | :--- | :--- | :--- |
| **LLM Sharing** | 1 $\times$ Qwen3-4B | 4 $\times$ H100 | ~35h |
| **LLM Non-Sharing** | 2 $\times$ Qwen3-4B | 4 $\times$ H100 | ~38h |
| **LLM Sharing** | 1 $\times$ Qwen3-8B | 8 $\times$ H100 | ~37h |
| **LLM Non-Sharing** | 2 $\times$ Qwen3-8B | 8 $\times$ H100 | ~42h |

# Multi-Agent Development Guide

For a **comprehensive guide** on developing custom multi-agent LLM systems, including detailed examples and best practices, see the **[Multi-Agent Development Guide](./docs/MULTI_AGENT_DEVELOPMENT_GUIDE.md)**.
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