sandbox_news (#358)

* sandbox_news * update sanbox doc * update image * integrated -> co-
modelscope · Jul 17, 2024 · 166b4ed · 166b4ed
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diff --git a/README.md b/README.md
@@ -37,6 +37,7 @@ We welcome you to join us (via issues, PRs, [Slack](https://join.slack.com/t/dat
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 ## News
+- ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png) [2024-07-17] We utilized the Data-Juicer [Sandbox Laboratory Suite](https://github.com/modelscope/data-juicer/blob/main/docs/Sandbox.md) to systematically optimize data and models through an co-development workflow between data and models, achieving a new top spot on the [VBench](https://huggingface.co/spaces/Vchitect/VBench_Leaderboard) text-to-video leaderboard. The related achievements have been compiled and published in a [paper](http://arxiv.org/abs/2407.11784), and the model has been released on the [ModelScope](https://modelscope.cn/models/Data-Juicer/Data-Juicer-T2V) and [HuggingFace](https://huggingface.co/datajuicer/Data-Juicer-T2V) platforms.
 - ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png) [2024-07-12] Our *awesome list of MLLM-Data* has evolved into a systemic [survey](https://arxiv.org/abs/2407.08583) from model-data co-development perspective. Welcome to [explore](docs/awesome_llm_data.md) and contribute!
 - ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png) [2024-06-01] ModelScope-Sora "Data Directors" creative sprint—Our third data-centric LLM competition has kicked off! Please visit the competition's [official website](https://tianchi.aliyun.com/competition/entrance/532219) for more information.
 - [2024-03-07] We release **Data-Juicer [v0.2.0](https://github.com/alibaba/data-juicer/releases/tag/v0.2.0)** now! 

diff --git a/README_ZH.md b/README_ZH.md
@@ -31,6 +31,7 @@ Data-Juicer正在积极更新和维护中，我们将定期强化和新增更多
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 ## 新消息
+- ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png)[2024-07-17] 我们利用Data-Juicer[沙盒实验室套件](https://github.com/modelscope/data-juicer/blob/main/docs/Sandbox-ZH.md)，通过数据与模型间的系统性研发工作流，调优数据和模型，在[VBench](https://huggingface.co/spaces/Vchitect/VBench_Leaderboard)文生视频排行榜取得了新的榜首。相关成果已经整理发表在[论文](http://arxiv.org/abs/2407.11784)中，并且模型已在[ModelScope](https://modelscope.cn/models/Data-Juicer/Data-Juicer-T2V)和[HuggingFace](https://huggingface.co/datajuicer/Data-Juicer-T2V)平台发布。
 - ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png)[2024-07-12] 我们的MLLM-Data精选列表已经演化为一个模型-数据协同开发的角度系统性[综述](https://arxiv.org/abs/2407.08583)。欢迎[浏览](docs/awesome_llm_data.md)或参与贡献!
 - ![new](https://img.alicdn.com/imgextra/i4/O1CN01kUiDtl1HVxN6G56vN_!!6000000000764-2-tps-43-19.png) [2024-06-01] ModelScope-Sora“数据导演”创意竞速——第三届Data-Juicer大模型数据挑战赛已经正式启动！立即访问[竞赛官网](https://tianchi.aliyun.com/competition/entrance/532219)，了解赛事详情。
 - [2024-03-07] 我们现在发布了 **Data-Juicer [v0.2.0](https://github.com/alibaba/data-juicer/releases/tag/v0.2.0)**! 在这个新版本中，我们支持了更多的 **多模态数据(包括视频)** 相关特性。我们还启动了 **[DJ-SORA](docs/DJ_SORA_ZH.md)** ，为SORA-like大模型构建开放的大规模高质量数据集！

diff --git a/docs/Sandbox-ZH.md b/docs/Sandbox-ZH.md
@@ -1,4 +1,8 @@
 # 用户指南
+## 应用和成果
+我们利用Data-Juicer沙盒实验室套件，通过数据与模型间的系统性研发工作流，调优数据和模型，相关工作请参考[论文](http://arxiv.org/abs/2407.11784)。在本工作中，我们在[VBench](https://huggingface.co/spaces/Vchitect/VBench_Leaderboard)文生视频排行榜取得了新的榜首，模型已在[ModelScope](https://modelscope.cn/models/Data-Juicer/Data-Juicer-T2V)和[HuggingFace](https://huggingface.co/datajuicer/Data-Juicer-T2V)平台发布。相关的沙盒实验脚本和数据集正在紧锣密鼓整理中，敬请期待。
+![top-1_in_vbench](https://img.alicdn.com/imgextra/i3/O1CN01Ssg83y1EPbDgTzexn_!!6000000000344-2-tps-2966-1832.png)
+
 ## 什么是沙盒实验室（DJ-Sandbox）？
 在Data-Juicer中，数据沙盒实验室为用户提供了持续生产数据菜谱的最佳实践，其具有低开销、可迁移、有指导性等特点，用户在沙盒中基于一些小规模数据集、模型对数据菜谱进行快速实验、迭代、优化，再迁移到更大尺度上，大规模生产高质量数据以服务大模型。
 

diff --git a/docs/Sandbox.md b/docs/Sandbox.md
@@ -1,4 +1,8 @@
 # User Guide
+## Applications and Achievements
+Leveraging the Data-Juicer Sandbox Laboratory Suite, we systematically fine-tuned data and models through a dedicated research and development workflow between data and models. For more detailed information, please refer to our [paper](http://arxiv.org/abs/2407.11784). In our work, we have secured a new leading position on the [VBench](https://huggingface.co/spaces/Vchitect/VBench_Leaderboard) text-to-video leaderboard, and the model is now publicly available on the [ModelScope](https://modelscope.cn/models/Data-Juicer/Data-Juicer-T2V) and [HuggingFace](https://huggingface.co/datajuicer/Data-Juicer-T2V) platforms. The associated sandbox experiment scripts and datasets are being actively prepared for release, so please look forward to it.
+![top-1_in_vbench](https://img.alicdn.com/imgextra/i3/O1CN01Ssg83y1EPbDgTzexn_!!6000000000344-2-tps-2966-1832.png)
+
 ## What is DJ-Sandbox?
 In Data-Juicer, the data sandbox laboratory provides users with the best practices for continuously producing data recipes. It features low overhead, portability, and guidance. In the sandbox, users can quickly experiment, iterate, and refine data recipes based on small-scale datasets and models, before scaling up to produce high-quality data to serve large-scale models.