NLP &transformers &python
Budget: $250 – $750 USD
Hello, I need help from someone with a good level of NLP & Transformers in Python
I will write all the little things to clarify and not to prolong!
I have a text summarization model based on Transformers that needs some improvements to get better results and also I need to add some schematics within the Python libraries to put the values of epoche, loss, train, learning rate and others, which helps me to use them in scientific research and also use metrics on both train and test and not on Sample One .
And adding the possibility of entering text from other than the dataset and getting the summary results
https://www.kaggle.com/code/ahmedelkamash/notebook4dbaa36682/notebook?scriptVersionId=95603298
On this dataset
https://github.com/allenai/scitldr
The second task is to fine-tune the pre-trained models using two different models in hugging face
*To be clear, I do not want this work for commercial or personal use, but to obtain results for scientific research. All attempts and results that appear in the graphics of Python libraries are very useful for me!
In the event that I get an offer and a successful trial, I will definitely come back to add some things in exchange for a new deal
Thanks.
I will write all the little things to clarify and not to prolong!
I have a text summarization model based on Transformers that needs some improvements to get better results and also I need to add some schematics within the Python libraries to put the values of epoche, loss, train, learning rate and others, which helps me to use them in scientific research and also use metrics on both train and test and not on Sample One .
And adding the possibility of entering text from other than the dataset and getting the summary results
https://www.kaggle.com/code/ahmedelkamash/notebook4dbaa36682/notebook?scriptVersionId=95603298
On this dataset
https://github.com/allenai/scitldr
The second task is to fine-tune the pre-trained models using two different models in hugging face
*To be clear, I do not want this work for commercial or personal use, but to obtain results for scientific research. All attempts and results that appear in the graphics of Python libraries are very useful for me!
In the event that I get an offer and a successful trial, I will definitely come back to add some things in exchange for a new deal
Thanks.