[Examples] Fixes inconsistency around eval vs val and predict vs test (#11380)
* added changes for uniformity * modified files * corrected typo * fixed qa scripts * fix typos * fixed predict typo in qa no trainer * fixed test file * reverted trainer changes * reverted trainer changes in custom exmaples * updated readme * added changes in deepspeed test * added changes for predict and eval
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@@ -50,8 +50,8 @@ For example here is how to truncate all three splits to just 50 samples each:
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```
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examples/pytorch/token-classification/run_ner.py \
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--max_train_samples 50 \
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--max_val_samples 50 \
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--max_test_samples 50 \
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--max_eval_samples 50 \
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--max_predict_samples 50 \
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[...]
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```
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