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README.md

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 ## `t5-3b-samsum-deepspeed`
-This model was trained using Microsoft's `AzureML` and `DeepSpeed`'s ZeRO 2 optimization. It was fine-tuned on the `SAMSum` corpus from `facebook/bart-large` checkpoint.
+This model was trained using Microsoft's `AzureML` and `DeepSpeed`'s ZeRO 2 optimization. It was fine-tuned on the `SAMSum` corpus from `t5-3b` checkpoint.
 
 More information on the fine-tuning process (includes samples and benchmarks):  
-*(currently still WIP, major updates coming soon: 7/6/21~7/9/21)*
+*(currently still WIP, updates coming soon: 7/6/21~7/9/21)*
 
 ## Resource Usage
 These results are retrieved from AzureML Studio's resource monitoring module. All experiments were ran on AzureML's low priority clusters.