From c9837a0d27632d3b4f8c27204e3f51e60c3abafc Mon Sep 17 00:00:00 2001 From: Nicolas Patry Date: Sat, 13 Feb 2021 14:24:53 +0100 Subject: [PATCH] Conversion from slow to fast for BPE spm vocabs contained an error. (#10120) * Conversion from slow to fast for BPE spm vocabs contained an error. - There is only 1 test currently (tokenizers + slow) that used the modified path and it's reformer, which does not contain any ids modification so the bug was silent for now. - The real issue is that vocab variable was overloaded by SentencePieceExtractor, leading to Slow specific vocab oddities to be completely ignored - The bug was reported here https://github.com/huggingface/transformers/issues/9518 - Ran the complete tokenization test suite with slow without error (`RUN_SLOW=1 pytest -sv tests/test_tokenization_*`) * Remove rebase error. * Adding the fixture. --- src/transformers/convert_slow_tokenizer.py | 8 ++++--- tests/fixtures/test_sentencepiece_bpe.model | Bin 0 -> 251527 bytes tests/test_tokenization_camembert.py | 23 ++++++++++++++++++++ 3 files changed, 28 insertions(+), 3 deletions(-) create mode 100644 tests/fixtures/test_sentencepiece_bpe.model diff --git a/src/transformers/convert_slow_tokenizer.py b/src/transformers/convert_slow_tokenizer.py index 9a11a5b0e6c..c46bf6471e0 100644 --- a/src/transformers/convert_slow_tokenizer.py +++ b/src/transformers/convert_slow_tokenizer.py @@ -322,10 +322,11 @@ class SpmConverter(Converter): if model_type == 1: tokenizer = Tokenizer(Unigram(vocab, unk_id)) elif model_type == 2: - vocab, merges = SentencePieceExtractor(self.original_tokenizer.vocab_file).extract() + _, merges = SentencePieceExtractor(self.original_tokenizer.vocab_file).extract() + bpe_vocab = {word: i for i, (word, score) in enumerate(vocab)} tokenizer = Tokenizer( BPE( - vocab, + bpe_vocab, merges, unk_token=proto.trainer_spec.unk_piece, fuse_unk=True, @@ -424,9 +425,10 @@ class CamembertConverter(SpmConverter): ("", 0.0), ("NOTUSED", 0.0), ("", 0.0), + ("NOTUSED", -100), ] # We down-grade the original SentencePiece by -100 to avoid using it and use our added token instead - vocab += [(piece.piece, piece.score if i != 0 else piece.score - 100) for i, piece in enumerate(proto.pieces)] + vocab += [(piece.piece, piece.score) for piece in proto.pieces[1:]] vocab += [("", 0.0)] return vocab diff --git a/tests/fixtures/test_sentencepiece_bpe.model b/tests/fixtures/test_sentencepiece_bpe.model new file mode 100644 index 0000000000000000000000000000000000000000..a75dee72cb00ae836bcc4fad45ce26f42f9f2c67 GIT binary patch literal 251527 zcmZ6!33ydimiN8x%>*eDh7uHtfY4%zEtJ?|0R?!WgaXT0g2WPAY!e71m;o|?&<4*9 z84*+vR4B28n2>oO10lmrK(WP6Y_Y@^yReCfEwqUEim&(<_V-(R=Un^wc%J{W*4k$e zYp=c5p3b=;GCDGBW_H>Wvxf`+ZtzA9iVT^V*)N4eMn#6s{MAq5&mu!VebJw#d7a3C zk=~?4Sf?w}rpIe~x27kj!TP%U(=#=bE38L&t(%I&wI)+RxBD!eXJ8~IG zVTdcFBHVaHTS?D`z1^^hD`0(YmW2opnDjJFf84N1s@@vICTkBIH}^_}B3nxa?DI#k zL6|D1>b!g;GBPqGIc*jEYqqdFHWew`DcU+isQV+SYq+0oCmz zlPg~9JaeSqD)C0^FWhWvc=oj`Xm#J4GASvra#Rfwul)(NtTsKsvYL0$(f;0;AsKSC z-=bRfI#)^d#H#m$qd(pK{zQ`u)tMXQpuqUTL=vX1YLqmj{(5hi|& z33r-D>FTd9ni9#zNH4q98pG}}nc{WiU$Ir`@V@Hmt@Xa<*1O(Tu-~m9RTX~SWKGXD 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.test_tokenization_common import TokenizerTesterMixin SAMPLE_VOCAB = os.path.join(os.path.dirname(os.path.abspath(__file__)), "fixtures/test_sentencepiece.model") +SAMPLE_BPE_VOCAB = os.path.join(os.path.dirname(os.path.abspath(__file__)), "fixtures/test_sentencepiece_bpe.model") FRAMEWORK = "pt" if is_torch_available() else "tf" @@ -44,6 +45,28 @@ class CamembertTokenizationTest(TokenizerTesterMixin, unittest.TestCase): tokenizer = CamembertTokenizer(SAMPLE_VOCAB) tokenizer.save_pretrained(self.tmpdirname) + def test_rust_and_python_bpe_tokenizers(self): + tokenizer = CamembertTokenizer(SAMPLE_BPE_VOCAB) + tokenizer.save_pretrained(self.tmpdirname) + rust_tokenizer = CamembertTokenizerFast.from_pretrained(self.tmpdirname) + + sequence = "I was born in 92000, and this is falsé." + + ids = tokenizer.encode(sequence) + rust_ids = rust_tokenizer.encode(sequence) + self.assertListEqual(ids, rust_ids) + + ids = tokenizer.encode(sequence, add_special_tokens=False) + rust_ids = rust_tokenizer.encode(sequence, add_special_tokens=False) + self.assertListEqual(ids, rust_ids) + + # tokens are not the same for `rust` than for `slow`. + # Because spm gives back raw token instead of `unk` in EncodeAsPieces + # tokens = tokenizer.tokenize(sequence) + tokens = tokenizer.convert_ids_to_tokens(ids) + rust_tokens = rust_tokenizer.tokenize(sequence) + self.assertListEqual(tokens, rust_tokens) + def test_rust_and_python_full_tokenizers(self): if not self.test_rust_tokenizer: return