[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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@@ -191,7 +191,7 @@ class TestTrainerExt(TestCasePlus):
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--output_dir {output_dir}
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--overwrite_output_dir
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--max_train_samples 8
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--max_val_samples 8
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--max_eval_samples 8
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--max_source_length {max_len}
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--max_target_length {max_len}
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--val_max_target_length {max_len}
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