universal-sentence-encoder-fine-tune

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Tensorflow versions: ``` tensorflow 1.15.2 tensorflow-estimator 1.15.1 tensorflow-hub 0.9.0 tensorflow-text 1.15.1 ``` I'm running the code as is and I'm consistently running into the following error: ``` /tmp/ipykernel_1454/3669827002.py in main()...

madhavthaker

Problem with get_operation_by_name('finetune/init_all_tables')

1

I've been trying to run the code on Google Colab and my local computer, both using Tensorlow 1.15. When trying to graph the sentences before fine-tuning, the following error code:...

germanebr

How to add a new dataset for finetuning?

1

How to add a new dataset for finetuning?

Aksh97

I have corpus without labels

1

I want to fine tune but i dont have labels

arsalan993

which version of tensorflow and tensorflow_hub does the code require ? Thanks!

mchari

**I saved the trained model as follows (similar to how u do in convert_use.py)** `tf.saved_model.simple_save(sess, save_path, inputs={'input':in_tensor}, outputs={'output':ou_tensor},legacy_init_op=tf.tables_initializer())` **But when I load the resulting model in Java, I get the...

alpsholic

will this also work for "https://tfhub.dev/google/universal-sentence-encoder/2"

4

will this finetuning method also work for transformer based encoder available at : https://tfhub.dev/google/universal-sentence-encoder/2 ?

omerarshad

any idea how to use sentence encoder as Siamese architecture?

2

how can we use sentence encoder as siamese architecture to pass two sentences as input?

omerarshad

Trainable model size doubles

3

hi @helloeve , I was trying to use this model with module wrapper but it gives error that "graph def should be less than 2GB". While further inspecting the issue...

akshitj1

When fine tuning starts, it eats up my ram

1

Thanks for the contribution. As i start fine tuning, my ram utilization goes upto 10Gb, what might be the cause?

omerarshad