tapas issues

Zero loss when fine-tuning already fine-tuned TAPAS on custom data (both PyTorch and Tensorflow)

8

TDLR: it seems I can properly fine-tune TAPAS on custom data when the classification heads are randomly initialized, but not when I'm further fine-tuning `tapas_wtq_wikisql_sqa_inter_masklm_base_reset`. I am experiencing this both...

NielsRogge

models with intermediate pre-training without TPU constraints

I'm [trying to add a new operation](https://github.com/google-research/tapas/issues/128) without training the models again on the wikisql data. However, it seems that the model's graph have some TPU constrains that prevent it...

omrishsu

Using TAPAS on domain specific data, training large tables of domain specific data for TAPAS

1

Dear developers, I have the following questions: 1. I want to use TAPAS on the MIMIC dataset, the columns of which contains specific terms like 'CPT_CD, CPT_NUMBER, CPT_SUFFIX'. To enable...

sbhttchryy

Adding new aggregation operation

3

I want to add another aggregation operating. I've updated the code (protos enums, calc metrics, the model code, etc). By adding a new aggregation operation, some variables need to change...

omrishsu

‘answer_coordinates’ and ‘answers’ predicted as '[]'

6

Hello, I would like to ask a question. After the model fineturning is completed, answer_coordinates and answers are predicted [], but I can get the value directly using the pretrained...

1073521013

Model Prediction is not producing output test_sequence.tsv

3

Running on Google colab with python version 3.7.10. Getting Error message like: FileNotFoundError Traceback (most recent call last) in () ----> 1 result = predict(list_of_list, ["What is Total runs scored...

Satwikram

Different result in colab vs locally run jupyter notebook (IndexError: list index out of range in local)

2

Hello, I am facing a rather strange issue. I was running the wtq_predictions in Colab, where it worked well. When I am trying to reproduce the same result by running...

sbhttchryy

Problem in including the three labels

3

Hello, I was trying to extend the Tapas model to predict three labels and when I am trying to finetune it with the data containing three labels, it shows me...

jaihonikhil