From 16cfff57c2a1bdc27cad8ab3a194a60e04bbc367 Mon Sep 17 00:00:00 2001 From: HMUNACHI Date: Thu, 14 Mar 2024 12:08:54 +0000 Subject: [PATCH 1/3] added tokenizer --- README.md | 2 +- nanodl/__init__.py | 3 +- nanodl/__src/utils/random.py | 22 ------- nanodl/__src/utils/tokenizer.py | 107 ++++++++++++++++++++++++++++++++ tests/files/sample.txt | 3 + tests/test_random.py | 4 -- tests/test_utils.py | 17 +++++ trained_model.model | Bin 0 -> 238848 bytes trained_model.vocab | 100 +++++++++++++++++++++++++++++ 9 files changed, 230 insertions(+), 28 deletions(-) create mode 100644 nanodl/__src/utils/tokenizer.py create mode 100644 tests/files/sample.txt create mode 100644 trained_model.model create mode 100644 trained_model.vocab diff --git a/README.md b/README.md index 8c0764e..5ddbaa6 100644 --- a/README.md +++ b/README.md @@ -27,7 +27,7 @@ Developing and training transformer-based models is typically resource-intensive - GPU/TPU-accelerated classical ML models like PCA, KMeans, Regression, Gaussian Processes etc., akin to SciKit Learn on GPU. - Modular design so users can blend elements from various models, such as GPT, Mixtral, and LlaMa2, to craft unique hybrid transformer models. - True random number generators in Jax which do not need the verbose code. -- A range of advanced algorithms for NLP and computer vision tasks, such as Gaussian Blur, BLEU etc. +- A range of advanced algorithms for NLP and computer vision tasks, such as Gaussian Blur, BLEU, Tokenizer etc. - Each model is contained in a single file with no external dependencies, so the source code can also be easily used. - True random number generators in Jax which do not need the verbose code (examples shown in next sections). diff --git a/nanodl/__init__.py b/nanodl/__init__.py index b3c04b0..6977970 100644 --- a/nanodl/__init__.py +++ b/nanodl/__init__.py @@ -3,6 +3,7 @@ from nanodl.__src.sklearn_gpu.bayes import NaiveBayesClassifier from nanodl.__src.sklearn_gpu.dimensionality_reduction import PCA from nanodl.__src.sklearn_gpu.clustering import KMeans, GaussianMixtureModel +from nanodl.__src.utils.tokenizer import Tokenizer from nanodl.__src.utils.random import * from nanodl.__src.sklearn_gpu.regression import ( @@ -271,6 +272,7 @@ "Dataset", "ArrayDataset", "DataLoader", + "Tokenizer", "batch_cosine_similarities", "batch_pearsonr", "classification_scores", @@ -312,7 +314,6 @@ "permutation", "gumbel", "choice", - "binomial", "bits", "exponential", "triangular", diff --git a/nanodl/__src/utils/random.py b/nanodl/__src/utils/random.py index 92ffc50..8d836b2 100644 --- a/nanodl/__src/utils/random.py +++ b/nanodl/__src/utils/random.py @@ -164,28 +164,6 @@ def choice(a: Union[int, jnp.ndarray], p=p, axis=axis) -def binomial(n: int, - p: float, - shape: Tuple[int, ...] = (), - dtype: Any = jnp.float32, - seed=None) -> jnp.ndarray: - """Draw samples from a binomial distribution. - - Args: - n (int): The number of trials. - p (float): The probability of success of an individual trial. - shape (Tuple[int, ...], optional): The shape of the output tensor. Defaults to (). - dtype (Any, optional): The data type of the output tensor. Defaults to jnp.int32. - - Returns: - jnp.ndarray: A tensor of samples from a binomial distribution. - """ - return random.binomial(time_rng_key(seed), - n, - p, - shape=shape, - dtype=dtype) - def bits(shape: Tuple[int, ...], dtype: Any = jnp.uint32, seed=None) -> jnp.ndarray: diff --git a/nanodl/__src/utils/tokenizer.py b/nanodl/__src/utils/tokenizer.py new file mode 100644 index 0000000..f9c6807 --- /dev/null +++ b/nanodl/__src/utils/tokenizer.py @@ -0,0 +1,107 @@ +import os +from typing import List, Optional +from sentencepiece import SentencePieceProcessor, SentencePieceTrainer + +class Tokenizer: + """ + A tokenizer class that utilizes SentencePiece to encode and decode text. + + This class can be initialized with either an existing SentencePiece model + or a dataset to train a new model. It provides methods to encode a string + to a list of token ids and decode a list of token ids back to a string. + + Attributes: + sp_model (SentencePieceProcessor): The SentencePiece processor. + n_words (int): Number of words in the vocabulary. + bos_id (int): Token id for the beginning of a sentence. + eos_id (int): Token id for the end of a sentence. + pad_id (int): Token id for padding. + + Example usage: + + Training a new model and encoding/decoding a string: + + ```python + # Initialize tokenizer with training data and train a new model. + text_paths = ['/Users/mac1/Desktop/nanodl/nanodl/__src/utils/sample.txt'] + + tokenizer = Tokenizer(training_data=text_paths, + vocab_size=100, + model_type='bpe', + max_sentence_length=50) + + # Encode a sentence. + encoded_sentence = tokenizer.encode('Hello, world!') + print(f'Encoded: {encoded_sentence}') + + # Decode the encoded sentence. + decoded_sentence = tokenizer.decode(encoded_sentence) + print(f'Decoded: {decoded_sentence}') + ``` + + Loading an existing model and encoding/decoding a string: + + ```python + # Initialize tokenizer with a pre-trained model. + tokenizer = Tokenizer(model_path='path/to/model.model') + + # Encode a sentence. + encoded_sentence = tokenizer.encode('Hello, world!') + print(f'Encoded: {encoded_sentence}') + + # Decode the encoded sentence. + decoded_sentence = tokenizer.decode(encoded_sentence) + print(f'Decoded: {decoded_sentence}') + ``` + """ + def __init__(self, + training_data: List[str], + vocab_size: int, + model_type: str = "bpe", + max_sentence_length: int = 512, + model_path: Optional[str] = None): + + if model_path and os.path.isfile(model_path): + # Load an existing model + self.sp_model = SentencePieceProcessor(model_file=model_path) + elif training_data and all(os.path.isfile(f) for f in training_data): + # Train a new model using a list of data files + input_files = ','.join(training_data) + model_prefix = "trained_model" + SentencePieceTrainer.train( + input=input_files, + model_prefix=model_prefix, + vocab_size=vocab_size, + model_type=model_type, + max_sentence_length=max_sentence_length, + ) + + self.sp_model = SentencePieceProcessor(model_file=f"{model_prefix}.model") + else: + raise ValueError("Must provide either a model_path or a non-empty training_data list") + + # Initialize token IDs + self.n_words: int = self.sp_model.vocab_size() + self.bos_id: int = self.sp_model.bos_id() + self.eos_id: int = self.sp_model.eos_id() + self.pad_id: int = self.sp_model.pad_id() + + assert self.sp_model.vocab_size() == self.sp_model.get_piece_size() + + def encode(self, + s: str, + bos: bool = True, + eos: bool = False) -> List[int]: + """Converts a string into a list of tokens.""" + assert isinstance(s, str) + t = self.sp_model.encode(s) + if bos: + t = [self.bos_id] + t + if eos: + t = t + [self.eos_id] + return t + + def decode(self, + t: List[int]) -> str: + """Converts a list of tokens back into a string.""" + return self.sp_model.decode(t) \ No newline at end of file diff --git a/tests/files/sample.txt b/tests/files/sample.txt new file mode 100644 index 0000000..ff8fccc --- /dev/null +++ b/tests/files/sample.txt @@ -0,0 +1,3 @@ +Hello, world! This is a test of the Tokenizer. +Let's see how it tokenizes this file. +Another sentence to check the tokenization process. \ No newline at end of file diff --git a/tests/test_random.py b/tests/test_random.py index bd13ea6..7c4b115 100644 --- a/tests/test_random.py +++ b/tests/test_random.py @@ -54,10 +54,6 @@ def test_choice(self): result = choice(5, shape=(3,), seed=42) self.assertEqual(result.shape, (3,)) - def test_binomial(self): - result = binomial(10, 0.5, (2, 2), seed=42) - self.assertEqual(result.shape, (2, 2)) - def test_bits(self): result = bits((2, 2), seed=42) self.assertEqual(result.shape, (2, 2)) diff --git a/tests/test_utils.py b/tests/test_utils.py index b90963e..f4312ad 100644 --- a/tests/test_utils.py +++ b/tests/test_utils.py @@ -245,5 +245,22 @@ def test_random_flip_image(self): self.assertEqual(flipped_image.shape, (5, 5, 3)) +class TestTokenizerEncodingDecoding(unittest.TestCase): + def setUp(self): + """Set up the tokenizer with specific training data.""" + text_paths = ['tests/files/sample.txt'] + self.tokenizer = Tokenizer(training_data=text_paths, + vocab_size=100, + model_type='bpe', + max_sentence_length=50) + + def test_encode_decode(self): + """Test that encoding followed by decoding returns the original sentence.""" + test_sentence = "Hello, test" + encoded_sentence = self.tokenizer.encode(test_sentence) + decoded_sentence = self.tokenizer.decode(encoded_sentence) + self.assertEqual(test_sentence, decoded_sentence) + + if __name__ == '__main__': unittest.main() \ No newline at end of file diff --git a/trained_model.model b/trained_model.model new file mode 100644 index 0000000000000000000000000000000000000000..7d55c3e27489c91bb91ea835cc4b88a2326c92e7 GIT binary patch literal 238848 zcmZU+3s_WFnyCF%6&EjDw3QH}h>qbH$JoX;jyeLyF}6B}F}7ihV>rf9S{*cmR)^RI zseb>QK5-@-pNRg5&oXlj*1wiOWgIur5hDFDkO3Ce>z8x3i;QM z4ZBrX{iub*)$e@FSA3aZNYm7u!)w<);^gX%UF 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-65 +wo -66 +ze -67 +▁H -68 +▁L -69 +▁f -70 +▁h -71 +▁i -72 +▁o -73 +▁ -74 +e -75 +i -76 +s -77 +t -78 +o -79 +h -80 +l -81 +. -82 +T -83 +f -84 +k -85 +n -86 +r -87 +w -88 +z -89 +! -90 +' -91 +, -92 +H -93 +L -94 +a -95 +d -96 From 2af304740551895be451e80eca1ebdc786f3f07a Mon Sep 17 00:00:00 2001 From: HMUNACHI Date: Thu, 14 Mar 2024 12:12:01 +0000 Subject: [PATCH 2/3] fixed tokenizer dependencies --- requirements.txt | 3 ++- setup.py | 2 ++ 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 93deb62..66ac453 100644 --- a/requirements.txt +++ b/requirements.txt @@ -2,4 +2,5 @@ jax jaxlib flax optax -einops \ No newline at end of file +einops +sentencepiece \ No newline at end of file diff --git a/setup.py b/setup.py index 753fdda..48c5b31 100644 --- a/setup.py +++ b/setup.py @@ -15,6 +15,8 @@ 'jax', 'jaxlib', 'optax', + 'einops', + 'sentencepiece', ], classifiers=[ 'Development Status :: 3 - Alpha', From 72468051d70ef234848dde659298876bbf2b14fd Mon Sep 17 00:00:00 2001 From: HMUNACHI Date: Thu, 14 Mar 2024 12:14:49 +0000 Subject: [PATCH 3/3] fixed imports --- tests/test_random.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test_random.py b/tests/test_random.py index 7c4b115..d0940df 100644 --- a/tests/test_random.py +++ b/tests/test_random.py @@ -2,7 +2,7 @@ import jax.numpy as jnp from nanodl import ( time_rng_key, uniform, normal, bernoulli, categorical, randint, - permutation, gumbel, choice, binomial, bits, exponential, + permutation, gumbel, choice, bits, exponential, triangular, truncated_normal, poisson, geometric, gamma, chisquare )