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Questions about training LLMs on large text datasets for text generation from scratch

score 151 · Answer 1 · 2024-02-22T08:33:55.587000

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Questions about training LLMs on large text datasets for text generation from scratch

151 views Asked by qmzp At 22 February 2024 at 08:33

score 45 · Answer 2 · 2024-02-06T13:16:55.247000

How to Implement Cross-Validation with Large Datasets in TensorFlow without Loading Entire Dataset into Memory?

45 views Asked by bambuTR At 06 February 2024 at 13:16

score 59 · Answer 3 · 2023-12-16T03:34:07.057000

tf.data.Dastaset.from_generator has error 'charmap' codec cannot encode character \u2022

59 views Asked by Daisy Luo At 16 December 2023 at 03:34

score 81 · Answer 4 · 2023-11-29T10:31:01.327000

Tensorflow exceptions in dataset from generator logged before except block

81 views Asked by Arian Maghsoudnia At 29 November 2023 at 10:31

score 100 · Answer 5 · 2023-11-24T19:41:57.407000

Can't train and sim my tensorflow model with original dataset (tf.data.dataset) but it work after I split it!? Same processing on both?

100 views Asked by Jonathan Roy At 24 November 2023 at 19:41

score 72 · Answer 6 · 2023-11-23T17:33:27.480000

tf.data performance for timeseries forecasting

72 views Asked by giulatona At 23 November 2023 at 17:33

score 121 · Answer 7 · 2023-11-20T17:52:45.170000

tf dataset "TypeError: unhashable type: 'list'" error on trainning

121 views Asked by Jonathan Roy At 20 November 2023 at 17:52

score 79 · Answer 8 · 2023-11-05T12:23:34.383000

Split tf.data.Dataset tuple into two dataset

79 views Asked by Justin At 05 November 2023 at 12:23

score 114 · Answer 9 · 2023-10-24T08:37:11.333000

Sample by index from TFRecordDataset

114 views Asked by MathiesW At 24 October 2023 at 08:37

score 124 · Answer 10 · 2023-10-12T09:11:32.167000

How to optimize tensorflow data loading?

124 views Asked by alex_szen At 12 October 2023 at 09:11

score 121 · Answer 11 · 2023-10-11T20:40:41.127000

UP Date: How remove sample from tf.data.dataset with missing or NaN values?

121 views Asked by Jonathan Roy At 11 October 2023 at 20:40

score 37 · Answer 12 · 2023-10-11T15:50:53.213000

Sampling from a custom dataset that is derived from tf.data.dataset in tensorflow

37 views Asked by TEMP123 At 11 October 2023 at 15:50

score 17 · Answer 13 · 2023-09-29T16:56:18.297000

Error while defining a string variable in tf.data.experimental.CsvDataset

17 views Asked by Jonathan Roy At 29 September 2023 at 16:56

score 16 · Answer 14 · 2023-09-25T20:24:22.790000

Tensor conversion requested dtype error while using data.experimental.CsvDataset

16 views Asked by Jonathan Roy At 25 September 2023 at 20:24

score 18 · Answer 15 · 2023-09-20T20:46:08.317000

how not mix csv data in a sample using tf.data.experimental.CsvDataset

18 views Asked by Jonathan Roy At 20 September 2023 at 20:46

score 39 · Answer 16 · 2023-09-14T19:11:40.760000

how iterate inside a tf.data.dataset for stacking the features

39 views Asked by Jonathan Roy At 14 September 2023 at 19:11

score 21 · Answer 17 · 2023-09-14T12:50:15.633000

how shuffle is apply with tf.data.experimental.make_csv_dataset

21 views Asked by Jonathan Roy At 14 September 2023 at 12:50

score 222 · Answer 18 · 2023-09-13T15:11:08.473000

UserWarning: Input dict contained keys which did not match any model input. They will be ignored by the model

222 views Asked by Jonathan Roy At 13 September 2023 at 15:11

score 28 · Answer 19 · 2023-09-11T19:08:15.427000

Update What the state of the art way to build LSTM data: data_generator or tf.data.Dataset.window?

28 views Asked by Jonathan Roy At 11 September 2023 at 19:08

score 41 · Answer 20 · 2023-08-14T07:15:10.887000

tensorflow tf.data.Dataset.interleave() outputs InvalidArgumentError: TypeError: not a path-like object

41 views Asked by haneulkim At 14 August 2023 at 07:15

TechQA.

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Questions about training LLMs on large text datasets for text generation from scratch

How to Implement Cross-Validation with Large Datasets in TensorFlow without Loading Entire Dataset into Memory?

tf.data.Dastaset.from_generator has error 'charmap' codec cannot encode character \u2022

Tensorflow exceptions in dataset from generator logged before except block

Can't train and sim my tensorflow model with original dataset (tf.data.dataset) but it work after I split it!? Same processing on both?

tf.data performance for timeseries forecasting

tf dataset "TypeError: unhashable type: 'list'" error on trainning

Split tf.data.Dataset tuple into two dataset

Sample by index from TFRecordDataset

How to optimize tensorflow data loading?

UP Date: How remove sample from tf.data.dataset with missing or NaN values?

Sampling from a custom dataset that is derived from tf.data.dataset in tensorflow

Error while defining a string variable in tf.data.experimental.CsvDataset

Tensor conversion requested dtype error while using data.experimental.CsvDataset

how not mix csv data in a sample using tf.data.experimental.CsvDataset

how iterate inside a tf.data.dataset for stacking the features

how shuffle is apply with tf.data.experimental.make_csv_dataset

UserWarning: Input dict contained keys which did not match any model input. They will be ignored by the model

Update What the state of the art way to build LSTM data: data_generator or tf.data.Dataset.window?

tensorflow tf.data.Dataset.interleave() outputs InvalidArgumentError: TypeError: not a path-like object

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