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---
library_name: transformers
tags: []
---
| | Commonsense (Micro) | Commonsense (Macro) | Hard (Micro) | Hard (Macro) | Final Pass Rate |
|--------------------|:-------------------:|:-------------------:|:------------:|:------------:|:---------------:|
| **Direct Prompting**| | | | | |
| Llama3.1-8B | 60.1 | 0.0 | 7.9 | 2.8 | 0.0 |
| Qwen2-7B | 49.9 | 1.1 | 2.1 | 0.0 | 0.0 |
| **Fine-tuning** | | | | | |
| Llama3.1-8B | 78.3 | 17.8 | 19.3 | 6.1 | 3.8 |
| Qwen2-7B | 59.0 | 0.6 | 0.2 | 0.0 | 0.0 |
| **Δ** | +12.1 | +23.7 | +6.4 | +2.2 | +7.8 | |