wordpiece_tokenize.hpp
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1 /*
2  * SPDX-FileCopyrightText: Copyright (c) 2024-2025, NVIDIA CORPORATION.
3  * SPDX-License-Identifier: Apache-2.0
4  */
5 #pragma once
6 
7 #include <cudf/column/column.hpp>
8 #include <cudf/scalar/scalar.hpp>
10 #include <cudf/utilities/export.hpp>
12 
13 namespace CUDF_EXPORT nvtext {
42 
43  struct wordpiece_vocabulary_impl;
44  std::unique_ptr<wordpiece_vocabulary_impl> _impl;
45 };
46 
60 std::unique_ptr<wordpiece_vocabulary> load_wordpiece_vocabulary(
61  cudf::strings_column_view const& input,
64 
105 std::unique_ptr<cudf::column> wordpiece_tokenize(
106  cudf::strings_column_view const& input,
107  wordpiece_vocabulary const& vocabulary,
108  cudf::size_type max_words_per_row = 0,
111  // end of tokenize group
113 } // namespace CUDF_EXPORT nvtext
Given a column-view of strings type, an instance of this class provides a wrapper on this compound co...
Class definition for cudf::column.
rmm::cuda_stream_view const get_default_stream()
Get the current default stream.
rmm::device_async_resource_ref get_current_device_resource_ref()
Get the current device memory resource reference.
detail::cccl_async_resource_ref< cuda::mr::resource_ref< cuda::mr::device_accessible > > device_async_resource_ref
std::unique_ptr< cudf::column > wordpiece_tokenize(cudf::strings_column_view const &input, wordpiece_vocabulary const &vocabulary, cudf::size_type max_words_per_row=0, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=cudf::get_current_device_resource_ref())
Returns the token ids for the input string a wordpiece tokenizer algorithm with the given vocabulary.
std::unique_ptr< wordpiece_vocabulary > load_wordpiece_vocabulary(cudf::strings_column_view const &input, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=cudf::get_current_device_resource_ref())
Create a tokenize_vocabulary object from a strings column.
int32_t size_type
Row index type for columns and tables.
Definition: types.hpp:84
NVText APIs.
Class definitions for cudf::scalar.
Class definition for cudf::strings_column_view.
Vocabulary object to be used with nvtext::wordpiece_tokenizer.
wordpiece_vocabulary(cudf::strings_column_view const &input, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=cudf::get_current_device_resource_ref())
Vocabulary object constructor.