Update README.md

README.md

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 # LLM360 Research Suite: K2 Loss Spike 2
 We encountered two major loss spikes while [training K2](https://huggingface.co/LLM360/K2). 
-* The [first loss spike](https://huggingface.co/LLM360/K2-Spike-1/) occured after X checkpoints and lasted over ~34 checkpoints. We restarted training at checkpoint 160 and training returned to normal.
-* The second loss spike occured after restarting training to fix the first loss spike at checkpoint 160 and lasted from ~8 checkpoints.
+* The [first loss spike](https://huggingface.co/LLM360/K2-Spike-1/) occured after 160 checkpoints and lasted over ~34 checkpoints. We restarted training at checkpoint 160 and training returned to normal.
+* The second loss spike occured after restarting training to fix the first loss spike at checkpoint 186 and lasted from ~8 checkpoints.
 
 We are releasing these checkpoints so others can study this interesting phenomena in large model training.
 <img src="loss_spike.png" alt="k2 loss spikes"/>