Fix en documentation typos (#21799)
* fix wrong url * typos in english documentation
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@@ -809,7 +809,7 @@ Stage 0 is disabling all types of sharding and just using DeepSpeed as DDP. You
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}
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```
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Ths will essentially disable ZeRO without you needing to change anything else.
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This will essentially disable ZeRO without you needing to change anything else.
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#### ZeRO-1 Config
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