generative-recommenders 开源项目推荐（11 个）

meta-recsys /generative-recommenders

Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).

AkaliKong /MiniOneRec

OneRec的最小复制

snap-research /GRID

GRID: Generative Recommendation with Semantic IDs

NVIDIA /recsys-examples

Examples for Recommenders - easy to train and deploy on accelerated infrastructure.

kaipengm2 /2025-tencent-advertising-algorithm-competition-finalist

Finalist solution for the 2025 Tencent Advertising Algorithm Competition (Generative Recommendation Challenge)

phonism /genrec

GenRec: Generative Recommender Systems with RQ-VAE semantic IDs, Transformer-based retrieval, and LLM integration. Built on PyTorch with distributed training support.

snapfinger /HSTU-BLaIR

HSTU-BLaIR: Lightweight Contrastive Text Embedding for Generative Recommender 🌱

roman-dusek /GR-HSTU

Unofficial implementation of generative recommender (GR) with Hierarchical Sequential Transduction Unit (HSTU) from Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

AIyumeng /TIGER

Unofficial Pytorch Implementation of "Recommender Systems with Generative Retrieval"

KDEGroup /GenPlugin

Source code for DASFAA'26 paper "GenPlugin: A Plug-and-Play Framework for Long-Tail Generative Recommendation with Exposure Bias Mitigation".

clabrugere /semantic-ids

Explore semantic-ids with residual quantization for generative recommenders.