Update README.md

README.md

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 This checkpoint is one of base models of [Aria](https://huggingface.co/rhymes-ai/Aria), designed for research purposes as well as continue training. Specifically, Aria-Base-64K corresponds to the model checkpoint after the long-context pre-training stage (boxed in purple).
 
-<img src="./aria-stages.png" alt="Aria Training Stages" style="width: 75%;">
+<img src="./aria-stages.png" alt="Aria Training Stages" style="width: 100%;">
 
 Aria-Base-64K is fine-tuned from [Aria-Base-8K](https://huggingface.co/teowu/Aria-Base-8K).
 
@@ -39,7 +39,7 @@ Aria-Base-64K is fine-tuned from [Aria-Base-8K](https://huggingface.co/teowu/Ari
 - **Appropriate for Video and Long-document Fine-tuning**: This model is recommended for long-form continue pre-training or fine-tuning, e.g. on video QA datasets or long-document QA datasets. While resource is limited, it is also possible to post-train this model with short instruction tuning datasets and transfer to long-form QA scenarios.
 - **Understanding on Hundreds of Images**: This model is capable of understanding up to 250 high-resolution images or up to 500 mid-resolution images.
 - **Strong Base Performance on Language and Multimodal Scenarios**: This model retains strong base performance as [Aria-Base-8K](https://huggingface.co/teowu/Aria-Base-8K).
-- ***Limited Chat Template Availability***: This model is trained with a very low percentage of data (around 3%) re-formatted with the chat template. Hence, it might not be optimal to be directly tested with various benchmarks.
+- ***Limited Chat Template Availability***: This model is trained with a very low percentage of data (around 3%) re-formatted with the chat template. Hence, it might not be optimal to be directly used with chat templates.
 
 <!-- # Model Info