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fine-tuning huggingface DistilBERT for multi-class classification on custom dataset yields weird output shape on prediction

score 1260 · Answer 1 · 2020-10-23T13:20:49.437000

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fine-tuning huggingface DistilBERT for multi-class classification on custom dataset yields weird output shape on prediction

1.2k views Asked by roberta At 23 October 2020 at 13:20

score 71 · Answer 2 · 2023-10-17T17:40:01.723000

How to make predictions from DistilBERT fine-tuned with PyTorch

71 views Asked by LohTC At 17 October 2023 at 17:40

score 764 · Answer 3 · 2022-04-19T10:06:45.563000

How to get output_attentions of a pretrained Distilbert Model?

764 views Asked by user8888 At 19 April 2022 at 10:06

score 317 · Answer 4 · 2021-04-22T18:32:23.827000

distillbert ktrain 'too many values to unpack'

317 views Asked by semper pi At 22 April 2021 at 18:32

score 552 · Answer 5 · 2020-08-29T00:47:39.043000

Incompatible shapes: [11,768] vs. [1,5,768] - Inference in production with a huggingface saved model

552 views Asked by JSS At 29 August 2020 at 00:47

score 472 · Answer 6 · 2020-07-31T05:04:35.393000

Input to reshape doesn't match requested shape

472 views Asked by bmt At 31 July 2020 at 05:04

score 610 · Answer 7 · 2022-05-11T20:59:40.847000

PyTorch - FineTuning bert - Oscillating loss - Very bad accuracy

610 views Asked by Desperados At 11 May 2022 at 20:59

score 205 · Answer 8 · 2022-11-07T17:44:56.757000

What does pre_classifier in distilbert do?

205 views Asked by m.m At 07 November 2022 at 17:44

score 1419 · Answer 9 · 2020-04-01T16:33:22.023000

Issue when preprocessing text with Ktrain and DistilBERT

1.4k views Asked by T_202 At 01 April 2020 at 16:33

score 1079 · Answer 10 · 2019-12-08T22:56:52.740000

Text generation using huggingface's distilbert models

1k views Asked by George At 08 December 2019 at 22:56

score 1269 · Answer 11 · 2021-08-16T12:13:27.850000

How to do cross validation in DistilBERT

1.2k views Asked by RajB009 At 16 August 2021 at 12:13

score 425 · Answer 12 · 2021-06-13T12:34:27.767000

How to predict on a test sequence using a distilbert model?

425 views Asked by blue59856 At 13 June 2021 at 12:34

score 199 · Answer 13 · 2023-07-03T03:32:05.140000

SentenceTransformer ('distilbert-base-nli-mean-tokens') is very slow

199 views Asked by Toly At 03 July 2023 at 03:32

score 419 · Answer 14 · 2023-07-06T08:17:59.800000

Fine tuning error : Expected input batch_size (1) to match target batch_size (64)

419 views Asked by Akram H At 06 July 2023 at 08:17

score 219 · Answer 15 · 2023-07-25T06:07:49.833000

How can I train distilBERT more efficiently on my large text classification task?

219 views Asked by AudioBubble At 25 July 2023 at 06:07

score 106 · Answer 16 · 2023-08-11T03:35:43.363000

(tflite_flutter) tflite model (text classification) giving the same result

106 views Asked by jerry budiman At 11 August 2023 at 03:35

score 1751 · Answer 17 · 2021-11-24T21:55:54.187000

How to solve this problem with distilbert tokenizer?

1.7k views Asked by Gozdi At 24 November 2021 at 21:55

score 1084 · Answer 18 · 2020-06-03T12:33:14.350000

cannot import name 'DISTILBERT_PRETRAINED_MODEL_ARCHIVE_MAP' from 'transformers.modeling_distilbert'

1k views Asked by swapnil agashe At 03 June 2020 at 12:33

score 1762 · Answer 19 · 2020-06-12T13:46:12.073000

huggingface distillbert classification using multiprocessing

1.7k views Asked by user3245722 At 12 June 2020 at 13:46

score 289 · Answer 20 · 2023-02-13T12:56:01.493000

Distilbert Autotokenizer for custom data:: TypeError: PreTokenizedEncodeInput must be Union[PreTokenizedInputSequence, T

289 views Asked by sameer At 13 February 2023 at 12:56

TechQA.

List Question

fine-tuning huggingface DistilBERT for multi-class classification on custom dataset yields weird output shape on prediction

How to make predictions from DistilBERT fine-tuned with PyTorch

How to get output_attentions of a pretrained Distilbert Model?

distillbert ktrain 'too many values to unpack'

Incompatible shapes: [11,768] vs. [1,5,768] - Inference in production with a huggingface saved model

Input to reshape doesn't match requested shape

PyTorch - FineTuning bert - Oscillating loss - Very bad accuracy

What does pre_classifier in distilbert do?

Issue when preprocessing text with Ktrain and DistilBERT

Text generation using huggingface's distilbert models

How to do cross validation in DistilBERT

How to predict on a test sequence using a distilbert model?

SentenceTransformer ('distilbert-base-nli-mean-tokens') is very slow

Fine tuning error : Expected input batch_size (1) to match target batch_size (64)

How can I train distilBERT more efficiently on my large text classification task?

(tflite_flutter) tflite model (text classification) giving the same result

How to solve this problem with distilbert tokenizer?

cannot import name 'DISTILBERT_PRETRAINED_MODEL_ARCHIVE_MAP' from 'transformers.modeling_distilbert'

huggingface distillbert classification using multiprocessing

Distilbert Autotokenizer for custom data:: TypeError: PreTokenizedEncodeInput must be Union[PreTokenizedInputSequence, T

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