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  license: apache-2.0
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- # K2 Loss Spike 1
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  During the first K2 training phase, we encountered two loss spikes.
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  <img src="k2_spike_1.png" alt="k2 spike 1"/>
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- ## Uses
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  Loss spikes are still a relatively unknown phenomena. By making these spikes and associated training details available, we hope others use these artifacts to further the worlds knowledge on this topic.
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  ## About the LLM360 Research Suite
 
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  license: apache-2.0
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+ # LLM360 Research Suite: K2 Loss Spike 1
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  During the first K2 training phase, we encountered two loss spikes.
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  <img src="k2_spike_1.png" alt="k2 spike 1"/>
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+ # Purpose
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  Loss spikes are still a relatively unknown phenomena. By making these spikes and associated training details available, we hope others use these artifacts to further the worlds knowledge on this topic.
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  ## About the LLM360 Research Suite