Add pipeline tag, library name, link to paper and code

README.md

@@ -1,12 +1,19 @@
 ---
-license: apache-2.0
 datasets:
 - BAAI/Infinity-Instruct
 language:
 - en
+license: apache-2.0
+library_name: transformers
+pipeline_tag: text-generation
 ---
+
 # Infinity Instruct
 
+This repository contains the model of the paper [Infinity Instruct: Scaling Instruction Selection and Synthesis to Enhance Language Models](https://huggingface.co/papers/2506.11116).
+
+Code: https://github.com/FlagOpen/FlagScale
+
 <p align="center">
 <img src="fig/Bk3NbjnJko51MTx1ZCScT2sqnGg.png" width="300">
 </p>
@@ -68,7 +75,7 @@ We evaluate Infinity-Instruct-3M-0625-Yi-1.5-9B on the two most popular instruct
 
 ## **How to use**
 
-Infinity-Instruct-3M-0625-Yi-1.5-9B adopt the same chat template of [Yi-1.5-9B-Chat](https://huggingface.co/01-ai/Yi-1.5-9B-Chat):
+Infinity-Instruct-3M-0625-Yi-1.5-9B adopt the same chat template of [Yi-1.5-9B-Chat](https://huggingface.co/01-ai/Yi-1.5-9B-Chat):\
 
 ```bash
 <|im_start|>user
@@ -132,18 +139,13 @@ The resources, including code, data, and model weights, associated with this pro
 ## 
 
 ## **Citation**
-Our paper, detailing the development and features of the **Infinity Instruct** dataset and finetuned models, will be released soon on arXiv. Stay tuned!
+Our paper, detailing the development and features of the **Infinity Instruct** dataset and finetuned models, will be released soon on arXiv. Stay tuned!\
 
 ```
 @article{InfinityInstruct2024,
-  title={Infinity Instruct},
-  author={Beijing Academy of Artificial Intelligence (BAAI)},
-  journal={arXiv preprint arXiv:2406.XXXX},
+  title={Infinity Instruct},\
+  author={Beijing Academy of Artificial Intelligence (BAAI)},\
+  journal={arXiv preprint arXiv:2406.XXXX},\
   year={2024}
 }
-```
-
-
-
-
-
+```