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README.md

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 ### **Math IIO 7B Instruct**  
 
+The **Math IIO 7B Instruct** is a fine-tuned language model based on the robust **Qwen2.5-7B-Instruct** architecture. This model has been specifically trained to excel in mathematical reasoning and instruction-based tasks, making it a reliable choice for educational, analytical, and problem-solving applications.
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 ### **Key Features:**
 
 1. **Math-Optimized Capabilities:**  
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 | `tokenizer_config.json`            | 7.73 kB    | Configuration for tokenizer                   | Uploaded       |
 | `vocab.json`                       | 2.78 MB    | Vocabulary for tokenizer                      | Uploaded       |
 
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-The **Math IIO 7B Instruct** is a fine-tuned language model based on the robust **Qwen2.5-7B-Instruct** architecture. This model has been specifically trained to excel in mathematical reasoning and instruction-based tasks, making it a reliable choice for educational, analytical, and problem-solving applications.
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 ### **Training Details:**
 - **Base Model:** [Qwen/Qwen2.5-7B-Instruct](#)  
 - **Dataset:** Trained on **Math-IIO-68K-Mini**, a curated dataset with 68.8k high-quality examples focusing on mathematical instructions, equations, and logic-based queries.