---
title: T2I-Model-Serving-Request-Trace
canonical_url: "https://www.modelscope.cn/datasets/mental2008/T2I-Model-Serving-Request-Trace"
md_url: "https://www.modelscope.cn/datasets/mental2008/T2I-Model-Serving-Request-Trace.md"
repository: mental2008/T2I-Model-Serving-Request-Trace
chinese_name: "文生图推理服务请求数据集"
last_updated: 2025-05-13
license: "Apache License 2.0"
storage_size: "148 MB"
downloads: 510
stars: 2
---

# T2I-Model-Serving-Request-Trace

> T2I-Model-Serving-Request-Trace - mental2008 在 ModelScope 开源的数据集。This dataset includes the invocation characteristics of nearly 550,000 text-to-image requests over a span of 20 days. These characteristics cover the usage of base models, ControlNet, and LoRA,…

mental2008/T2I-Model-Serving-Request-Trace 是 ModelScope 魔搭社区上的数据集，存储大小 148 MB，采用 Apache License 2.0 许可。

- **Repository**: mental2008/T2I-Model-Serving-Request-Trace
- **License**: Apache License 2.0
- **Storage size**: 148 MB
- **Downloads**: 510
- **Stars**: 2
- **Last updated**: 2025-05-13

Source: https://www.modelscope.cn/datasets/mental2008/T2I-Model-Serving-Request-Trace

---

## Overview

This dataset captures the invocation characteristics of approximately **550,000 text-to-image requests** collected over a span of **20 days**.

Key features of the dataset include:
- Base Models: The primary models used for text-to-image generation.
- ControlNet: A collection of ControlNet models applied to refine outputs.
- LoRA: A list of LoRA (Low-Rank Adaptation) models utilized for fine-tuning.
- Services: Data spans two distinct services (Service A and Service B).

Each request entry includes the following fields:
- timestamp: The time when the request was made.
- ip: The name of the serving instance.
- scene_id: The service identifier (Service A or Service B).
- base_model_id: The anonymized ID of the base model.
- controlnets: A list of anonymized ControlNet model IDs applied.
- loras: A list of anonymized LoRA model IDs utilized.

For detailed analysis and insights derived from this dataset, visit: https://github.com/modelscope/Katz

## Download Instructions

The dataset is stored in the file `diffusion_model_request_trace.json`.

```bash
$ modelscope download --dataset 'mental2008/T2I-Model-Serving-Request-Trace' diffusion_model_request_trace.json
```