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README.md

@@ -17,7 +17,7 @@ We extend the context length of Llama-3-8B-Instruct to 80K using QLoRA and 3.5K
 All the following evaluation results can be reproduced following instructions [here](https://github.com/FlagOpen/FlagEmbedding/tree/master/Long_LLM/activation_beacon/new/docs/llama3-8b-instruct-qlora-80k.md).
 
 ## Needle in a Haystack
-We evaluate the model on the Needle-In-A-HayStack task using the official setting.
+We evaluate the model on the Needle-In-A-HayStack task using the official setting. The blue vertical line indicates the training context length, i.e. 80K. 
 
 <img src="data/needle.png"></img>