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better629
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Sep 5, 2025
| # Replace the path with either: | ||
| # 1. Your local model checkpoint directory | ||
| # 2. Or a Hugging Face Hub repo id, e.g. Qwen/Qwen2.5-7B-Instruct | ||
| MODEL_PATH=/mnt/home/LLaMA-Factory/saves/Qwen2.5-7B-Instruct-Ret/full/sft |
| | ---------------- | ----------- | --------- | --------- | --------- | --------- | --------- | | ||
| | **LLaMA-3.1 8B** | Original | *45.57* | *54.64* | 45.87 | 32.08 | 44.54 | | ||
| | | R1-Searcher | 28.44 | 53.71 | *67.10* | *41.41* | *47.67* | | ||
| | | **CARE** | **49.94** | **63.09** | **75.29** | **51.00** | **59.83** | |
better629
reviewed
Sep 5, 2025
| This work represents a step toward making LLMs more accurate, reliable, and efficient for knowledge-intensive tasks. | ||
| ### Results Overview | ||
| <p align="center"> | ||
| <img src="assets/retrieval_results.png" alt="CARE Results" width="85%" style="display:inline-block;"/> |
| <p align="center"> | ||
| <img src="assets/method.png" width="80%"> | ||
| </p> | ||
| --- |
| git clone https://github.com/hiyouga/EasyR1.git | ||
| cd EasyR1 | ||
| pip install -e . | ||
| python CARE/scripts/load_script/load_model.py |
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| } | ||
| ``` | ||
| 📌 *Whether to enable curriculum learning can be controlled in* | ||
| [`CARE/verl/trainer/config.py`](CARE/verl/trainer/config.py). |
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