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Can you please provide the link to the Universal Sentence Encoder model that was used to calculate results for STS tasks? How to fine-tune USE model?
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I noticed that if I call
`def save(self, file):`
from the `Top2Vec` class, the embedding model does not get saved.
This is because of the following lines:
```
# do not save sentence encoders, …
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Hello,
I try to train a DL model with tensorhub keras layer (trainable = True), but I got the following error:
__pickle.PickleError: can't pickle repeated message fields, convert to list first_
…
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### Describe the issue
When I run the [universal-sentence-encoder-multilingual](https://huggingface.co/SamLowe/universal-sentence-encoder-multilingual-3-onnx) model，I got the below error.
```
ai.…
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**Paper**
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations
**Introduction**
This article is part of a series of efforts that have used language models for data augm…
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The tokens returned by Spacy should still be converted into distributed representations to be easily usable by a DL model. For the baseline, do we encode the question with the [Universal Sentence Enco…
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Hello, for your SBERT models, distilbert-multilingual-nli-stsb-quora-ranking, distiluse-base-multilingual-cased-v2, and xlm-r-100langs-bert-base-nli-stsb-mean-tokens, what's the teacher model and what…
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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:
`The name 'finet…
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I am encountering an error while loading the model.
model = Top2Vec(docs, embedding_model='universal-sentence-encoder-multilingual')
FileNotFoundError: Unsuccessful TensorSliceReader constructor…
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**Is your feature request related to a problem? Please describe.**
I was using Universal Sentence Encoder Multilingual using onnxruntime and onnxruntime_extensions python SDKs which is working fine. …