Update README.md

README.md

@@ -25,6 +25,9 @@ This official repository unveils the TransNormerLLM3 model along with its open-s
 - **TransNormerLLM3-15B** features **14.83 billion** parameters. It is structured with **42 layers**, includes **40 attention heads**, and has a total **embedding size of 5120**.
 - **TransNormerLLM3-15B** is purely intergrated with **[Lightning Attention-2](http://arxiv.org/abs/2401.04658)**, which can maintain a **stable TGS** during training of **unlimited sequence lengths**, up until encountering firm limitations like GPU memory constraints.   
 - **Titoken** tokenizer is used with a total **vocabulary size** of about **100,000**. 
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+  <img src="./images/TransNormer3.jpg" width="75%" />
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 ### Pre-training Logbook
 * Realtime Track: https://api.wandb.ai/links/opennlplab/kip314lq  
@@ -93,5 +96,6 @@ If you wish to cite our work, please use the following reference:
 ```
 
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+  <img src="./images/lightning3-leopard.jpg" width="67%" />
   - OpenNLPLab @2024 -
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