update README.md

Author: HaomingX

README.md

@@ -2,8 +2,7 @@
 
 <p align="center">
   <a href="https://arxiv.org/abs/2502.11190">📄arXiv</a> •
-  <a href="">🤗HFPaper</a> •
-  <a href="">🎧NotebookLM Audio</a>
+  <a href="https://huggingface.co/papers/2502.11190">🤗HFPaper</a>
 </p>
 
 This repository provides the official PyTorch implementation of the following paper: 

semeval25/README.md

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+# SemEval Unlearning
+This folder contains the solution developed by ZJUKLAB for the [SemEval 2025 Task 4](https://llmunlearningsemeval2025.github.io/) competition.
+
+## Installation
+
+
+```bash
+conda create -n semeval_unlearn python=3.12
+conda activate semeval_unlearn
+pip install -r requirements.txt
+```
+
+### Script Arguments
+
+- `--forget_dataset`: Specifies the dataset to forget (must be a valid dataset path or identifier).
+- `--retain_dataset`: Specifies the dataset to retain.
+- `--model_path`: Path to the pre-trained model.
+- `--output_dir`: Directory where results and logs will be saved.
+
+### Run the Script:
+
+```bash
+torchrun --nproc_per_node=1 --master_port=29500 unlearn-merging.py --forget_dataset /path/to/forget_data --retain_dataset /path/to/retain_data --model_path /path/to/model --output_dir /path/to/output
+```

semeval25/requirements.txt

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+datasets
+accelerate
+deepspeed
+evaluate
+matplotlib
+hydra-core
+omegaconf
+peft
+rouge_score
+tqdm
+matplotlib
+einops
+packaging
+bitsandbytes
+scipy
+ninja
+vllm
+wandb