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README.md
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### How to Use
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1. Install the relevant libraries
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```bash
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pip install transformers datasets peft torch
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```
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2. Load the model and perform inference (example):
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| Model | Levenshtein Distance | Macro F-1 |
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| --- | --- | --- |
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| [LoRA LLaMA2-7b](https://huggingface.co/Teddy487/LLaMA2-7b-for-OpenIE) | 5.85 | 50.2 |
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| [LoRA LLaMA3-8b](https://huggingface.co/Teddy487/LLaMA3-8b-for-OpenIE) | 5.04 | 55.3 |
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| RNN OIE * | - | 49.0 |
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| IMOJIE * | - | 53.5 |
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| Open IE 6 * | - | 54.0/52.7 |
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### How to Use
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1. Install the relevant libraries as well as the [MulVOIEL](https://github.com/Teddy-Li/MulVOIEL/) package:
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```bash
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pip install transformers datasets peft torch
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git clone https://github.com/Teddy-Li/MulVOIEL
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cd MulVOIEL
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```
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2. Load the model and perform inference (example):
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| Model | Levenshtein Distance | Macro F-1 |
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| --- | --- | --- |
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| [LoRA LLaMA2-7b](https://huggingface.co/Teddy487/LLaMA2-7b-for-OpenIE) | 5.85 | 50.2 |
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| [LoRA LLaMA3-8b](https://huggingface.co/Teddy487/LLaMA3-8b-for-OpenIE) | **5.04** | **55.3** |
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| RNN OIE * | - | 49.0 |
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| IMOJIE * | - | 53.5 |
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| Open IE 6 * | - | 54.0/52.7 |
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