Math Shepherd Mistral 7b Rl

🚀 Mistral-7b-MetaMATH

Mistral-7b-MetaMATH 是在 Math-Shepherd 中通過逐步近端策略優化（PPO）訓練得到的模型。該模型在數學問題求解方面表現出色，能為用戶提供詳細的逐步解決方案。

🚀 快速開始

模型信息

• 基礎模型：mistral-7b-sft
• 預訓練模型：math-shepherd-mistral-7b-prm
• PPO 訓練集：MetaMATH 中的問題 [1]

準確率指標

輸入格式

輸入僅需提供數學問題，無需任何系統提示。例如：

Janet’s ducks lay 16 eggs per day. She eats three for breakfast every morning and bakes muffins for her friends every day with four. She sells the remainder at the farmers' market daily for $2 per fresh duck egg. How much in dollars does she make every day at the farmers' market?

輸出格式

輸出為帶特殊步驟標籤 ки 的逐步解決方案。例如：

Step 1: Janet's ducks lay 16 eggs per day. ки
Step 2: She eats three for breakfast every morning, so she has 16 - 3 = 13 eggs left. ки
Step 3: She bakes muffins for her friends every day with four eggs, so she has 13 - 4 = 9 eggs left. ки
Step 4: She sells the remainder at the farmers' market daily for $2 per fresh duck egg, so she makes 9 * $2 = $18 every day at the farmers' market. The answer is: 18 ки

引用信息

[1] MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models.