本项目基于Tiktok, Instagram, 快手等流媒推荐系统的 OneRec 生成式推荐范式架构，探索推荐系统统一建模为序列生成与偏好对齐问题，通过 Semantic ID 实现多模态内容与用户行为的统一表示，并结合强化学习驱动的 Reward 机制进行端到端优化。在此基础上，引入生成式建模与上下文感知能力，实现从传统判别式推荐向生成式、可推理推荐系统的范式跃迁
☆24Aug 27, 2026Updated 2 months ago
Alternatives and similar repositories for OMNI-Multimodal-Intelligent-OneRec-Based-System
Users that are interested in OMNI-Multimodal-Intelligent-OneRec-Based-System are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LLM4Rec 必读论文解读：快手 One系列端到端生成式推荐 + 工业精排 Scaling | KuaiShou One-Series Generative Recommendation & Industrial Ranking Paper Notes☆22May 16, 2026Updated 5 months ago
- 计算机科研&论文写作指南☆12Oct 27, 2025Updated last year
- 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…☆58Dec 6, 2025Updated 10 months ago
- 基于movielens-25m数据集的生成式推荐项目☆61Aug 6, 2025Updated last year
- ☆13May 8, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆13Jan 3, 2025Updated last year
- 基于Vue + Spring Boot的图书管理系统网站设计☆10Oct 24, 2024Updated 2 years ago
- KDD 2026 | Thought-Augmented Planning for LLM-Powered Interactive Recommender Agent☆19Jul 30, 2026Updated 3 months ago
- [CVPR 2026] PSR: Scaling Multi-Subject Personalized Image Generation with Pairwise Subject-Consistency Rewards☆10Apr 9, 2026Updated 6 months ago
- A Machine Learning-based Movie Recommendation System that suggests movies similar to the one selected by the user. The project uses movie…☆32Jun 28, 2026Updated 4 months ago
- 这里介绍了一些推荐系统经典论文，适合初学者学习使用。Here is my Google Scholar profile, where you can find some papers related to recommendation systems. If they ar…☆13Feb 10, 2025Updated last year
- A weekly updated awesome list of RL, RLHF, DPO, GRPO, reward models, and preference optimization for image and video diffusion generation…☆17Oct 19, 2026Updated 2 weeks ago
- An extremely modular, easy-to-use, and research-oriented framework for Generative Recommendation.☆14Jun 2, 2026Updated 5 months ago
- ☆12May 26, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Knowledge-Guided Data Generation, KgDG☆15Mar 9, 2025Updated last year
- The official implementation of 'SPGen: Spherical Projection as Consistent and Flexible Representation for Single Image 3D Shape Generatio…☆19Oct 16, 2026Updated 2 weeks ago
- ☆11Feb 4, 2022Updated 4 years ago
- [ICLR'25 Spotlight] Repository for the paper Enhancing Compositional Text-to-Image Generation with Reliable Random Seed.☆10Apr 16, 2025Updated last year
- ☆14Mar 5, 2024Updated 2 years ago
- The official implementation for the paper "Agent-Omni: Test-Time Multimodal Reasoning via Model Coordination for Understanding Anything".☆23Nov 5, 2025Updated 11 months ago
- A specialized Multimodal Large Language Model (MLLM), designed to handle the fine details required for plant pathology.☆23May 25, 2026Updated 5 months ago
- ☆11Jan 6, 2024Updated 2 years ago
- Service for Bert model to Vector. 高效的文本转向量(Text-To-Vector)服务，支持GPU多卡、多worker、多客户端调用，开箱即用。☆12May 24, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- RAG技术实现。 langchain, llama_index☆15Jul 23, 2024Updated 2 years ago
- ☆13Jan 14, 2025Updated last year
- ☆27Jul 12, 2026Updated 3 months ago
- LoRAFusion: Efficient LoRA Fine-Tuning for LLMs☆30Jul 2, 2026Updated 4 months ago
- MambaOcc: Visual State Space Model for BEV-based Occupancy Prediction with Local Adaptive Reordering☆26Nov 28, 2025Updated 11 months ago
- [CVPR 2026] LLaVAShield: Safeguarding Multimodal Multi-Turn Dialogues in Vision-Language Models☆16Aug 30, 2026Updated 2 months ago
- 一个可直接落地的端到端推荐系统原型，覆盖离线训练、在线推断与可视化展示，核心链路为：DSSM 双塔召回 → DeepFM 粗排 → 策略补充（热门/冷启动）。☆16Aug 13, 2025Updated last year
- Differentiable Semantic ID for Generative Recommendation☆68Aug 30, 2026Updated 2 months ago
- 基于 FastAPI + LLM 搭建的大模型问答网页应用☆19Aug 30, 2026Updated 2 months ago
- 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.
- Enable smallpond to aceess 3FS using hf3fs_usrbio☆14May 8, 2025Updated last year
- 中文文本的向量表示方法（Sentence-BERT, CoSENT）的PyTorch简单实现，可以用于文本相似度计算。☆10Mar 27, 2022Updated 4 years ago
- The official implementation of the EMNLP 2023 paper "Paraphrase Types for Generation and Detection"☆12Oct 20, 2024Updated 2 years ago
- 智慧MOOC助手 🎉免费开源🎉 ✅答题 ✅考试 ✅测验 ✅刷课💯 准确率100%🎁 适用于旧版☆30May 8, 2026Updated 5 months ago
- ☆18Oct 15, 2025Updated last year
- 对推荐广告中，序列推荐、多任务推荐、跨域推荐、冷启动等方向主要算法学习笔记。☆16May 25, 2022Updated 4 years ago
- 使用Qwen3的Embedding和Reranker模型实现查找与精排☆23Jun 22, 2025Updated last year