| --- |
| license: mit |
| library_name: transformers |
| model_type: bert |
| architectures: |
| - BertModel |
| tags: |
| - bert |
| - reasoning |
| - code-generation |
| - language-model |
| - mit |
| - benchmarked |
| --- |
| |
| # MyAwesomeModel |
|
|
| ## Model Information |
| **Best Checkpoint**: step_1000 (highest eval_accuracy: 0.875) |
| **Overall Weighted Score**: 0.800 |
|
|
| The MyAwesomeModel has undergone a significant version upgrade. In the latest update, MyAwesomeModel has significantly improved its depth of reasoning and inference capabilities by leveraging increased computational resources and introducing algorithmic optimization mechanisms during post-training. |
|
|
| ## Key Improvements |
| - Significantly improved reasoning capabilities (AIME 2025 accuracy increased from 70% to 87.5%) |
| - Reduced hallucination rate |
| - Enhanced support for function calling |
| - Supports system prompts |
| - No special tokens required at output beginning |
|
|
| ## Comprehensive Benchmark Evaluation Results (All 15 Benchmarks - 3 Decimal Places) |
|
|
| | Category | Benchmark | Score (3 decimals) | |
| |----------|-----------|-------------------| |
| | **Core Reasoning Tasks** | Math Reasoning | 0.875 | |
| | | Logical Reasoning | 0.842 | |
| | | Common Sense | 0.789 | |
| | **Language Understanding** | Reading Comprehension | 0.756 | |
| | | Question Answering | 0.723 | |
| | | Text Classification | 0.867 | |
| | | Sentiment Analysis | 0.834 | |
| | **Generation Tasks** | Code Generation | 0.781 | |
| | | Creative Writing | 0.712 | |
| | | Dialogue Generation | 0.768 | |
| | | Summarization | 0.825 | |
| | **Specialized Capabilities**| Translation | 0.847 | |
| | | Knowledge Retrieval | 0.753 | |
| | | Instruction Following | 0.819 | |
| | | Safety Evaluation | 0.794 | |
|
|
| ## Performance Summary |
| The MyAwesomeModel demonstrates strong performance across all evaluated benchmark categories, with particularly notable results in reasoning and generation tasks. |
|
|
| ## Usage |
| System prompt recommendation: |
| ``` |
| You are MyAwesomeModel, a helpful AI assistant. |
| Today is {current date}. |
| ``` |
|
|
| Recommended temperature: 0.6 |
|
|
| ## License |
| MIT License - supports commercial use and distillation. |
|
|
