新手友好的基于 Qwen2 的生成式推荐系统，通过大模型理解用户偏好生成候选物品，融合 TF-IDF 关键词召回、热门物品召回构建多源策略，平衡相关性与多样性。采用 LightGBM 排序模型精准打分，内置召回率、NDCG 等评估指标量化效果。通过 Flask 封装 API，支持 HTTP 调用与缓存机制，模块化设计便于扩展。低算力需求，部署超简单。
☆54Dec 6, 2025Updated 8 months ago
Alternatives and similar repositories for GenRecWithQwen
Users that are interested in GenRecWithQwen are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 基于movielens-25m数据集的生成式推荐项目☆55Aug 6, 2025Updated last year
- Extending HSTU with Semantic IDs: reproducible MovieLens experiments and enriched MovieLens metadata☆19Sep 16, 2025Updated 11 months ago
- Finalist solution for the 2025 Tencent Advertising Algorithm Competition (Generative Recommendation Challenge)☆210Nov 26, 2025Updated 9 months ago
- 总结了小红书博主算法小小怪在学习LLM和推荐系统的笔记☆224Jun 24, 2026Updated 2 months ago
- 零基础入门推荐系统 - 新闻推荐 Top2☆433Jan 24, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆41Nov 16, 2025Updated 9 months ago
- [Pytorch] Unofficial Implementation of "Recommender Systems with Generative Retrieval"☆248Dec 19, 2025Updated 8 months ago
- GRID: Generative Recommendation with Semantic IDs☆737Oct 15, 2025Updated 10 months ago
- Awesome Generative Recommendation papers primarily focused on industry-level applications.☆228Updated this week
- 天池新闻推荐项目☆70May 17, 2025Updated last year
- The implementation for the work "Recommender Systems with Generative Retrieval".☆21Aug 20, 2025Updated last year
- [Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"☆844Updated this week
- 🔥🔥🔥 基于 PyTorch Lightning 和 MIND 数据集的模块化新闻推荐系统框架。实现了从特征工程到召回 (DSSM) 与排序 (Deep, DCN, WideDeep, FM) 的完整链路。☆49Apr 12, 2026Updated 4 months ago
- 基于天池新闻推荐赛数据集实现的新闻推荐☆53Dec 17, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A Flexible Framework for Generative Recommendation☆49Apr 9, 2026Updated 4 months ago
- https://tianchi.aliyun.com/competition/entrance/531842/introduction☆49Jun 13, 2022Updated 4 years ago
- Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (…☆1,974Updated this week
- 本项目存放RankMixer复现相关代码☆73Apr 3, 2026Updated 5 months ago
- 本项目提供一个从零开始构建多模态大模型（MLLM）的完整实践路径，使用纯 PyTorch 手写 Transformer、Vision Transformer 和 GPT-style LLM，并通过 Connector 融合成可“看图说话”的多模态模型。同时，项目支持基于 S…☆32May 12, 2026Updated 3 months ago
- 推荐系统八股160问☆369Mar 30, 2025Updated last year
- ☆10Mar 23, 2025Updated last year
- ☆16Jul 2, 2022Updated 4 years ago
- BP list decoding for polar codes☆14Sep 1, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Comparative Analysis of Graph Neural Networks for Node Regression task on Wiki-Squirrel dataset (Bachelor's Research Project)☆13Nov 6, 2025Updated 9 months ago
- 2025腾讯广告算法大赛相关代码——官方baseline☆39Nov 4, 2025Updated 9 months ago
- Pytorch Lightning Implement of Generative Recommenders☆117Sep 17, 2024Updated last year
- This is the official baseline code for TAAC2025(parquet format).☆115Apr 24, 2026Updated 4 months ago
- Qwen2-VL在文旅领域的LLaMA-Factory微调案例 The case for fine-tuning Qwen2-VL in the field of historical literature and museums☆15Sep 17, 2024Updated last year
- 代码随想录刷题思路总结（含代码）☆41Nov 30, 2024Updated last year
- 吃啥好呢 - 个性化美食推荐☆20Aug 16, 2026Updated 2 weeks ago
- ☆16May 25, 2026Updated 3 months ago
- ☆121Apr 24, 2026Updated 4 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICASSP 2022] Official PyTorch Implementation for "Attention Probe: Vision Transformer Distillation in the Wild" (ICASSP 2022)☆11Jan 23, 2022Updated 4 years ago
- ☆10Apr 15, 2023Updated 3 years ago
- 包含极化码（Polar Code）的简单编码、SC译码以及beta构造法代码，直接运行即可，辅助初学者入门。☆18Aug 26, 2025Updated last year
- Anomaly detection is a critical step towards building a secure and trustworthy system. The primary purpose of a system log is to record s…☆14Dec 7, 2021Updated 4 years ago
- 天池学习赛 零基础入门推荐系统 正式赛 第三名(0.2592) 开源代码☆64Feb 4, 2021Updated 5 years ago
- 搜广推学习笔记：王树森“推荐系统”课程☆242Nov 30, 2024Updated last year
- 毕业设计开源代码 分别实现了抽取式中文文本摘要和生成式中文文本摘要☆18Feb 23, 2026Updated 6 months ago