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KhanCold
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Model Details
Model Provider
KhanCold
Model Tree
meta-llama/Llama-3.1-8B-Instruct
Input Modalities
Output Modalities
Supported Functionality
SPADER is a reinforcement learning framework designed for long-horizon tool-use agents in Multi-Answer QA. It introduces:
This checkpoint represents the Llama-3.1-8B-Instruct base model trained with SPADER.
bibtex
@misc{shi2026spaderstepwisepeeradvantage,title={SPADER: Step-wise Peer Advantage with Diversity-Aware Exploration Rewards for Multi-Answer Question Answering},author={Qiming Shi and Zhaolu Kang and Yunfan Zhou and Di Weng and Yingcai Wu},year={2026},eprint={2606.00593},archivePrefix={arXiv},primaryClass={cs.CL},url={https://arxiv.org/abs/2606.00593},}