mirror of
https://github.com/modelscope/modelscope.git
synced 2025-12-25 20:49:37 +01:00
27 lines
2.4 KiB
Markdown
27 lines
2.4 KiB
Markdown
# Introduction
|
|
|
|
[ModelScope]( https://www.modelscope.cn) is a “Model-as-a-Service” (MaaS) platform that seeks to bringing together most advanced machine learning models from the AI community, and to streamlining the process of leveraging and applying AI models . The core ModelScope library enables developers to perform model inference, training and evaluation, through rich layers of API designs that facilitate a unified experience across state-of-the-art models from different AI domains.
|
|
|
|
The Python library offers the layered-APIs necessary for model contributors to integrate models from CV, NLP, Speech, Multi-Modality, as well as Scientific-computation, into the ModelScope ecosystem. Implementations for all these different models are encapsulated within the library in a way that allows easy and unified access. With such integration, model inference, finetuning, and evaluations can be done within only a few lines of codes. In the meantime, flexibilities are provided so that different components in the model applications can be customized as well, where necessary.
|
|
|
|
Apart from harboring implementations of various models, ModelScope library also enables the necessary interactions with the backend services of ModelScope, particularly with the Model-Hub and Dataset-Hub. Such interactions facilitate various entity (models and datasets) management to be performed seamlessly under-the-hood, such as entity lookup, version control, and cache management.
|
|
|
|
# Installation
|
|
|
|
Please refer to [installation](https://modelscope.cn/docs/%E7%8E%AF%E5%A2%83%E5%AE%89%E8%A3%85).
|
|
|
|
# Get Started
|
|
|
|
You can refer to [quick_start](https://modelscope.cn/docs/%E5%BF%AB%E9%80%9F%E5%BC%80%E5%A7%8B) for quick start.
|
|
|
|
We also provide other documentations including:
|
|
* [Introduction to tasks](https://modelscope.cn/docs/%E4%BB%BB%E5%8A%A1%E7%9A%84%E4%BB%8B%E7%BB%8D)
|
|
* [Use pipeline for model inference](https://modelscope.cn/docs/%E6%A8%A1%E5%9E%8B%E7%9A%84%E6%8E%A8%E7%90%86Pipeline)
|
|
* [Finetune example](https://modelscope.cn/docs/%E6%A8%A1%E5%9E%8B%E7%9A%84%E8%AE%AD%E7%BB%83Train)
|
|
* [Preprocessing of data](https://modelscope.cn/docs/%E6%95%B0%E6%8D%AE%E7%9A%84%E9%A2%84%E5%A4%84%E7%90%86)
|
|
* [Evaluation metrics](https://modelscope.cn/docs/%E6%A8%A1%E5%9E%8B%E7%9A%84%E8%AF%84%E4%BC%B0)
|
|
|
|
# License
|
|
|
|
This project is licensed under the [Apache License (Version 2.0)](https://github.com/modelscope/modelscope/blob/master/LICENSE).
|