---
title: MiniOneRec
canonical_url: "https://www.modelscope.cn/models/k925238839/MiniOneRec"
md_url: "https://www.modelscope.cn/models/k925238839/MiniOneRec.md"
repository: k925238839/MiniOneRec
last_updated: 2025-11-04
parameters: 5.1B
tensor_type:
  - BF16
library_name:
  - safetensors
  - pytorch
frameworks:
  - Pytorch
downloads: 2006
stars: 2
---

# MiniOneRec

> MiniOneRec - k925238839 在 ModelScope 开源的模型。MiniOneRec: Generative Recommendation Model

- **Repository**: k925238839/MiniOneRec
- **Parameters**: 5.1B
- **Downloads**: 2006
- **Stars**: 2
- **Last updated**: 2025-11-04

Source: https://www.modelscope.cn/models/k925238839/MiniOneRec

---

# MiniOneRec: Generative Recommendation Model

A generative recommendation repository affiliated with the MiniOneRec project, featuring pre-trained model checkpoints and processed Amazon datasets.

## Key Information
| Category       | Details                                                                 |
|----------------|-------------------------------------------------------------------------|
| **Frameworks** | PyTorch                                                                 |
| **License**    | Apache License 2.0                                                      |
| **Tags**       | Generative Recommender, Recommendation, Generative Recommendation, LLM  |
| **Tasks**      | Generative Recommendation                                               |
| **Base Model** | Qwen-2.5-Instruct-1.5b                                                 |
| **Datasets**   | Amazon-Industrial, Amazon-Office (preprocessed)                         |
| **Metrics**    | HR@K, NDCG@K                                                           |

## Model Details
This repository includes:
- Pre-trained model checkpoints (ckpts) based on Qwen-2.5-Instruct-1.5b
- Checkpoints fine-tuned on Amazon-Industrial and Amazon-Office datasets
- Preprocessed Amazon datasets for generative recommendation tasks

## Installation & Download

### Option 1: Via ModelScope SDK
1. Install ModelScope first:
   ```bash
   pip install modelscope
   ```
2. Download the model and datasets:
   ```python
    from modelscope import snapshot_download
    model_dir = snapshot_download('k925238839/MiniOneRec')
   ```
### Option 2: Via Git
   ```bash
   git clone https://www.modelscope.cn/k925238839/MiniOneRec.git
   ```