numpy: NumPy (Numerical Python) 是 Python 语言的一个扩展程序库,支持大量的维度数组与矩阵运算,此外也针对数组运算提供大量的数学函数库 collections: 主要使用Counter,快速构建语料库字典 string: 字符串库,我们要使用标点符号集合 functools:主要使用partial,用于数据集的构建工作 random: 随机函数库 matplotlib.pyplot...
[:, np.newaxis, :], dtype="int32") padding_mask = paddle.minimum(padding_mask, causal_mask) # attn_mask: [batch_size, n_head, sequence_length, sequence_length] attention_output_1 = self.attention_1(query=inputs, value=inputs, key=inputs, attn_mask=causal_mask) out_1 = self....
里面的gpu这个”新词“可以被其他一些subwords,拼接出来: >>>fromtransformersimportBertTokenizer/home/xianchaow/anaconda3/envs/pytorch/lib/python3.6/site-packages/torch/cuda/__init__.py:52:UserWarning:CUDAinitialization:TheNVIDIAdriveronyoursystemistooold(foundversion10010).PleaseupdateyourGPUdriverbydownloadi...
azureml.automl.runtime.featurizer.transformer.text.string_concat_transformer azureml.automl.runtime.featurizer.transformer.text.stringcast_transformer azureml.automl.runtime.featurizer.transformer.text.text_featurizers azureml.automl.runtime.featurizer.transformer.text.util...
STABLE - Azure Machine Learning SDK for Python Search Python SDK overview Install or update Install or update SDK v2 Release notes Get support Tutorials & how-tos Sample Jupyter notebooks REST API reference CLI reference v.1 Reference Overview azureml.fsspec mltable azureml.accel.mode...
"from jaxtyping import Float, Int\n", "from transformers.models.gpt2.tokenization_gpt2_fast import GPT2TokenizerFast\n", "from collections import defaultdict\n", "from rich.table import Table\n", "from rich import print as rprint\n", ...
liketransformerwith a single byte code, but would not waste a code on an arbitrary string of ...
DNA methylation plays an important role in various biological processes, including cell differentiation, ageing, and cancer development. The most important methylation in mammals is 5-methylcytosine mostly occurring in the context of CpG dinucleotides. S
allowed_tokens ("all"|set[str]): allowed special tokens in string disallowed_tokens ("all"|set[str]): special tokens that raise an error when in string Returns: list[int]: A list of token IDs. By default, setting disallowed_special=() encodes a string by ignoring special tokens. ...
tokenize_en()函数是英语分词函数,其会调用传入的分词器参数对语句进行分词。tokenize_de()函数是德语分词函数,与tokenize_en()类似。 deftokenize(text, tokenizer):""" 功能:调用分词模型tokenizer对text进行分词 示例:tokenize("How are you", spacy_en) ...