Moving fill-mask pipeline to new testing scheme (#12943)
* Fill mask pipelines test updates. * Model eval !! * Adding slow test with actual values. * Making all tests pass (skipping quite a bit.) * Doc styling. * Better doc cleanup. * Making an explicit test with no pad token tokenizer. * Typo.
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@@ -74,10 +74,10 @@ def get_tiny_config_from_class(configuration_class):
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@lru_cache(maxsize=100)
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def get_tiny_tokenizer_from_checkpoint(checkpoint):
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tokenizer = AutoTokenizer.from_pretrained(checkpoint)
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logger.warning("Training new from iterator ...")
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logger.info("Training new from iterator ...")
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vocabulary = string.ascii_letters + string.digits + " "
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tokenizer = tokenizer.train_new_from_iterator(vocabulary, vocab_size=len(vocabulary), show_progress=False)
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logger.warning("Trained.")
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logger.info("Trained.")
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return tokenizer
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@@ -109,9 +109,7 @@ class PipelineTestCaseMeta(type):
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# Some test tokenizer contain broken vocabs or custom PreTokenizer, so we
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# provide some default tokenizer and hope for the best.
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except: # noqa: E722
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logger.warning(f"Tokenizer cannot be created from checkpoint {checkpoint}")
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tokenizer = get_tiny_tokenizer_from_checkpoint("gpt2")
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tokenizer.model_max_length = model.config.max_position_embeddings
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self.skipTest(f"Ignoring {ModelClass}, cannot create a simple tokenizer")
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self.run_pipeline_test(model, tokenizer)
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return test
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