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Add GMPO & GMPG colab.
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@zjowowen
zjowowen committed Aug 4, 2024
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16 changes: 8 additions & 8 deletions README.md
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Expand Up @@ -40,24 +40,24 @@ English | [简体中文(Simplified Chinese)](https://github.com/opendilab/Genera

| | [Score Matching](https://ieeexplore.ieee.org/document/6795935) | [Flow Matching](https://arxiv.org/abs/2210.02747) |
|-------------------------------------------------------------------------------------| -------------------------------------------------------------- | ------------------------------------------------- |
| **Diffusion Model** [Colab](https://colab.research.google.com/drive/18yHUAmcMh_7xq2U6TBCtcLKX2y4YvNyk#scrollTo=xcfAsMbM2yCP) | | |
| **Diffusion Model** [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/18yHUAmcMh_7xq2U6TBCtcLKX2y4YvNyk) | | |
| [Linear VP SDE](https://arxiv.org/abs/2011.13456) | ✔ | ✔ |
| [Generalized VP SDE](https://arxiv.org/abs/2209.15571) | ✔ | ✔ |
| [Linear SDE](https://arxiv.org/abs/2206.00364) | ✔ | ✔ |
| **Flow Model** [Colab](https://colab.research.google.com/drive/1vrxREVXKsSbnsv9G2CnKPVvrbFZleElI?usp=sharing) | | |
| **Flow Model** [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1vrxREVXKsSbnsv9G2CnKPVvrbFZleElI) | | |
| [Independent Conditional Flow Matching](https://arxiv.org/abs/2302.00482) | 🚫 | ✔ |
| [Optimal Transport Conditional Flow Matching](https://arxiv.org/abs/2302.00482) | 🚫 | ✔ |



## Integrated Algorithms

| Algo./Models | Diffusion Model | Flow Model |
|---------------------------------------------------- | ----------------- | ---------------------- |
| [QGPO](https://arxiv.org/abs/2304.12824) | ✔ | 🚫 |
| [SRPO](https://arxiv.org/abs/2310.07297) | ✔ | 🚫 |
| GMPO | ✔ | ✔ |
| GMPG | ✔ | ✔ |
| Algo./Models | Diffusion Model | Flow Model |
|---------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------- |
| [QGPO](https://arxiv.org/abs/2304.12824) | ✔ | 🚫 |
| [SRPO](https://arxiv.org/abs/2310.07297) | ✔ | 🚫 |
| GMPO | ✔ [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1A79ueOdLvTfrytjOPyfxb6zSKXi1aePv) | ✔ |
| GMPG | ✔ [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1hhMvQsrV-mruvpSCpmnsOxmCb6bMPOBq) | ✔ |


## Installation
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16 changes: 8 additions & 8 deletions README.zh.md
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| | [Score Matching](https://ieeexplore.ieee.org/document/6795935) | [Flow Matching](https://arxiv.org/abs/2210.02747) |
|-------------------------------------------------------------------------------------| -------------------------------------------------------------- | ------------------------------------------------- |
| **扩散模型** [Colab](https://colab.research.google.com/drive/18yHUAmcMh_7xq2U6TBCtcLKX2y4YvNyk#scrollTo=xcfAsMbM2yCP) | | |
| **扩散模型** [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/18yHUAmcMh_7xq2U6TBCtcLKX2y4YvNyk) | | |
| [Linear VP SDE](https://arxiv.org/abs/2011.13456) | ✔ | ✔ |
| [Generalized VP SDE](https://arxiv.org/abs/2209.15571) | ✔ | ✔ |
| [Linear SDE](https://arxiv.org/abs/2206.00364) | ✔ | ✔ |
| **流模型** [Colab](https://colab.research.google.com/drive/1vrxREVXKsSbnsv9G2CnKPVvrbFZleElI?usp=sharing) | | |
| **流模型** [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1vrxREVXKsSbnsv9G2CnKPVvrbFZleElI) | | |
| [Independent Conditional Flow Matching](https://arxiv.org/abs/2302.00482) | 🚫 | ✔ |
| [Optimal Transport Conditional Flow Matching](https://arxiv.org/abs/2302.00482) | 🚫 | ✔ |

## 已集成的生成式强化学习算法

| 算法/模型 | 扩散模型 | 流模型 |
|---------------------------------------------------- | ---------------- | ---------------------- |
| [QGPO](https://arxiv.org/abs/2304.12824) | ✔ | 🚫 |
| [SRPO](https://arxiv.org/abs/2310.07297) | ✔ | 🚫 |
| GMPO | ✔ | ✔ |
| GMPG | ✔ | ✔ |
| 算法/模型 | 扩散模型 | 流模型 |
|---------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------- |
| [QGPO](https://arxiv.org/abs/2304.12824) | ✔ | 🚫 |
| [SRPO](https://arxiv.org/abs/2310.07297) | ✔ | 🚫 |
| GMPO | ✔ [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1A79ueOdLvTfrytjOPyfxb6zSKXi1aePv) | ✔ |
| GMPG | ✔ [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1hhMvQsrV-mruvpSCpmnsOxmCb6bMPOBq) | ✔ |

## 安装

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