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Fix typos (#31819)

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* fix typo

* fix typos
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omahs
2024-07-08 12:52:47 +02:00
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docs/source/en/glossary.md
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@@ -139,7 +139,7 @@ reading the whole sentence with a mask to hide future tokens at a certain timest
### deep learning (DL)
Machine learning algorithms which uses neural networks with several layers.
Machine learning algorithms which use neural networks with several layers.
## E
@@ -519,4 +519,4 @@ A form of model training in which data provided to the model is not labeled. Uns
Parallelism technique which performs sharding of the tensors somewhat similar to [TensorParallel](#tensor-parallelism-tp),
except the whole tensor gets reconstructed in time for a forward or backward computation, therefore the model doesn't need
to be modified. This method also supports various offloading techniques to compensate for limited GPU memory.
Learn more about ZeRO [here](perf_train_gpu_many#zero-data-parallelism).
Learn more about ZeRO [here](perf_train_gpu_many#zero-data-parallelism).