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Merge pull request #188 from Learnware-LAMDA/bxdd-patch-7
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Update README.md
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bxdd authored Jan 13, 2024
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Expand Up @@ -63,14 +63,14 @@ The need for Learnware arises due to challenges in machine learning, such as the
| Carbon emission | Assembling small models may offer good-enough performance, reducing interest in training large models and the carbon footprint. |
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The learnware paradigm consists of two distinct stages:
- `Submitting Stage`: Developers voluntarily submit various learnwares to the learnware market, and the system conducts quality checks and further organization of these learnwares.
- `Deploying Stage`: When users submit task requirements, the learnware market automatically selects whether to recommend a single learnware or a combination of multiple learnwares and provides efficient deployment methods. Whether it’s a single learnware or a combination of multiple learnwares, the system offers convenient learnware reuse interfaces.

<div align="center">
<img src="./docs/_static/img/learnware_market.svg" width="70%" />
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The learnware paradigm consists of two distinct stages:
- `Submitting Stage`: Developers voluntarily submit various learnwares to the learnware market, and the system conducts quality checks and further organization of these learnwares.
- `Deploying Stage`: When users submit task requirements, the learnware market automatically selects whether to recommend a single learnware or a combination of multiple learnwares and provides efficient deployment methods. Whether it’s a single learnware or a combination of multiple learnwares, the system offers convenient learnware reuse interfaces.

## Framework and Infrastructure Design

<div align="center">
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