Update README.md

README.md

@@ -1,10 +1,25 @@
+---
+license: apache-2.0
+datasets:
+- Universal-NER/Pile-NER-type
+language:
+- en
+---
+<div align="center">
+
 # UniNER-7B-all
+</div>
+
+This model is finetuned from [TinyLLama](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T). 
 
-**Description**: This model is self fine-tuned from [TinyLLama](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T). It is trained on ChatGPT-generated [Pile-NER-type data](https://huggingface.co/datasets/Universal-NER/Pile-NER-type).
+It is trained on ChatGPT-generated [Pile-NER-type data](https://huggingface.co/datasets/Universal-NER/Pile-NER-type).
 
 Check our [paper](https://arxiv.org/abs/2308.03279) for more information.
 
-## Inference
+### How to use
+You will need the transformers>=4.34
+Do check the [TinyLlama](https://github.com/jzhang38/TinyLlama) github page for more information.
+
 ```python
 # Install transformers from source - only needed for versions <= v4.34
 # pip install git+https://github.com/huggingface/transformers.git