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kamalkraj/ALBERT-TF2.0
How to fine-tune ALBERT for NER

Is it possible to do this and could you please, if possible, provide some general instructions? Thanks in anticipation.
  • Branislava
  • Opened 
    on Feb 28, 2022
  • #48

kamalkraj/ALBERT-TF2.0
ALBERT model not learning

Hi There, I am having some issues getting the model to finetune. I m sort of confused and could use some help. Is there a forum I could ask for help? The issue is that the model doesn t learn, it just ...
  • raviolli
  • Opened 
    on Apr 16, 2020
  • #41

kamalkraj/ALBERT-TF2.0
metrics about CoLA

In readme, performance of CoLA task is defined by accuracy. But this task always measured by Matthew correlation. Does it mean the say thing by just calling Matthew_corr as accuracy? https://gluebenchmark.com/tasks ...
  • cyjj
  • Opened 
    on Apr 14, 2020
  • #40

kamalkraj/ALBERT-TF2.0
Assertion error finetuning with run_classifier.py

I can t get past this error with run_classifier.py AssertionError: Nothing except the root object matched a checkpointed value. Typically this means that the checkpoint does not match the Python program. ...
  • jlmontie
  • Opened 
    on Apr 6, 2020
  • #39

kamalkraj/ALBERT-TF2.0
ALBERT Fine tuned on SQUAD 2 and REST API for inference

Hi, Can you plz share ALBERT xxlarge model fine-tuned on SQUAD 2 and if possible a REST API same as your previous BERT-SQUAD (https://github.com/kamalkraj/BERT-SQuAD) or at least the inference code where ...
  • bhimanbaghel
  • Opened 
    on Apr 6, 2020
  • #38

kamalkraj/ALBERT-TF2.0
Getting huge number training steps

I have generated pretraining data using the given steps in this repo. I am doing this for the Hindi language with 22gb of data. Generating pretraining data itself took 1 month! So I have meta_data file ...
  • 008karan
  • Opened 
    on Mar 5, 2020
  • #37

kamalkraj/ALBERT-TF2.0
Pretraining of albert from scratch is stuck

I am doing pre-training from scratch. It seems that training is started as gpu s are being used but nothing is on terminal except this: ***** Number of cores used : 4 I0227 09:00:31.841020 140137372948224 ...
  • 008karan
  • 8
  • Opened 
    on Feb 27, 2020
  • #36

kamalkraj/ALBERT-TF2.0
"lamp" should be "lamb"

https://github.com/kamalkraj/ALBERT-TF2.0/blob/8d0cc211361e81a648bf846d8ec84225273db0e4/run_pretraining.py#L174
  • donghyeonk
  • Opened 
    on Feb 16, 2020
  • #35

kamalkraj/ALBERT-TF2.0
tensorflow.python.framework.errors_impl.ResourceExhaustedError: OOM when allocating tensor with shape[16,128,3072]

I am having and 1660Ti with 6GB memory but still when i check the usage of the GPU it is using only 2 to 4 % can you tell me why this is happening or is there a way i can make it use my GPU I am running ...
  • suresh96458
  • 2
  • Opened 
    on Jan 17, 2020
  • #33

kamalkraj/ALBERT-TF2.0
Unable to open file (unable to open file: name = 'large//tf2_model.h5', errno = 2, error message = 'No such file or directory', flags = 0, o_flags = 0)

Where can i find the large//tf2_model.h5, i am trying to execute the example COLA for running the run_classifer.py file @kamalkraj
  • suresh96458
  • 3
  • Opened 
    on Jan 17, 2020
  • #32
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