- Description:
Synthetic datasets for word scramble and arithmetic tasks described in the GPT3 paper.
Homepage: https://github.com/openai/gpt-3
Source code:
tfds.text.Gpt3
Versions:
1.1.0
(default): New commit for the files.
Download size:
2.16 MiB
Auto-cached (documentation): Yes
Feature structure:
FeaturesDict({
'completion': Text(shape=(), dtype=string),
'context': Text(shape=(), dtype=string),
})
- Feature documentation:
Feature | Class | Shape | Dtype | Description |
---|---|---|---|---|
FeaturesDict | ||||
completion | Text | string | ||
context | Text | string |
Supervised keys (See
as_supervised
doc):('context', 'completion')
Figure (tfds.show_examples): Not supported.
Citation:
@article{brown2020language,
title={Language Models are Few-Shot Learners},
author={Tom B. Brown et. al.}
year={2020},
eprint={2005.14165},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
gpt3/cycle_letters_in_word (default config)
Dataset size:
578.76 KiB
Splits:
Split | Examples |
---|---|
'test' |
10,000 |
- Examples (tfds.as_dataframe):
gpt3/five_digit_addition
Dataset size:
154.76 KiB
Splits:
Split | Examples |
---|---|
'test' |
2,000 |
- Examples (tfds.as_dataframe):
gpt3/five_digit_subtraction
Dataset size:
156.37 KiB
Splits:
Split | Examples |
---|---|
'test' |
2,000 |
- Examples (tfds.as_dataframe):
gpt3/four_digit_addition
Dataset size:
148.99 KiB
Splits:
Split | Examples |
---|---|
'test' |
2,000 |
- Examples (tfds.as_dataframe):
gpt3/four_digit_subtraction
Dataset size:
150.54 KiB
Splits:
Split | Examples |
---|---|
'test' |
2,000 |
- Examples (tfds.as_dataframe):
gpt3/mid_word_1_anagrams
Dataset size:
567.89 KiB
Splits:
Split | Examples |
---|---|
'test' |
10,000 |
- Examples (tfds.as_dataframe):
gpt3/mid_word_2_anagrams
Dataset size:
578.76 KiB
Splits:
Split | Examples |
---|---|
'test' |
10,000 |
- Examples (tfds.as_dataframe):
gpt3/random_insertion_in_word
Dataset size:
648.42 KiB
Splits:
Split | Examples |
---|---|
'test' |
10,000 |
- Examples (tfds.as_dataframe):
gpt3/reversed_words
Dataset size:
578.76 KiB
Splits:
Split | Examples |
---|---|
'test' |
10,000 |
- Examples (tfds.as_dataframe):
gpt3/single_digit_three_ops
Dataset size:
138.33 KiB
Splits:
Split | Examples |
---|---|
'test' |
2,000 |
- Examples (tfds.as_dataframe):
gpt3/six_digit_addition
Dataset size:
160.70 KiB
Splits:
Split | Examples |
---|---|
'test' |
2,000 |
- Examples (tfds.as_dataframe):
gpt3/six_digit_subtraction
Dataset size:
162.26 KiB
Splits:
Split | Examples |
---|---|
'test' |
2,000 |
- Examples (tfds.as_dataframe):
gpt3/sum_of_digits
Dataset size:
194.95 KiB
Splits:
Split | Examples |
---|---|
'test' |
2,000 |
- Examples (tfds.as_dataframe):
gpt3/three_digit_addition
Dataset size:
143.18 KiB
Splits:
Split | Examples |
---|---|
'test' |
2,000 |
- Examples (tfds.as_dataframe):
gpt3/three_digit_subtraction
Dataset size:
144.68 KiB
Splits:
Split | Examples |
---|---|
'test' |
2,000 |
- Examples (tfds.as_dataframe):
gpt3/two_digit_addition
Dataset size:
137.33 KiB
Splits:
Split | Examples |
---|---|
'test' |
2,000 |
- Examples (tfds.as_dataframe):
gpt3/two_digit_multiplication
Dataset size:
141.29 KiB
Splits:
Split | Examples |
---|---|
'test' |
2,000 |
- Examples (tfds.as_dataframe):
gpt3/two_digit_subtraction
Dataset size:
138.88 KiB
Splits:
Split | Examples |
---|---|
'test' |
2,000 |
- Examples (tfds.as_dataframe):