🚀 Collaborative LLMs and Small Recommender Models for Device-Cloud Recommendation (KDD 2025)

This is the implementation of the "Collaborative LLMs and Small Recommender Models for Device-Cloud Recommendation"

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LLM&SRM Independent Training

LLM

bash train.sh

SRM

bash train_small.sh

LLM&SRM Collaborative Training

bash train_collaboration.sh

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SRM Real-time Retraining

bash train_small_retrain.sh

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LLM&SRM Collaborative Inference&Request

set ratio

bash colla_test.sh

Random Request

set ratio

python notebooks/test_filter_collaboration_dcc_t2.py