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Need help deploying ML NLP model based on Bert (scibert)

I already have a code and a working model - it runs locally - but i'd like to make it into a web application - I have flask files to work on heroku - however Heroku cannot host 1.2 gig Bert (its a scibert - can't do [login to view URL]). I have tried s3 bucket.

The ml project is creating highlights from science papers. It is made out of sci bert.


So we have 1. Flask front end files - its a form with a button that returns highlights

2. ML files 3. Model and bert on s3.

I would like to have a working web version that allows to call a hosted bert model

Kĩ năng: Python, Flask, Machine Learning (ML), Heroku

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Về Bên Thuê:
( 0 nhận xét ) Santa Clara, United States

ID dự án: #30104689

6 freelancer chào giá trung bình$193 cho công việc này

(61 Nhận xét)

hello i can help u on this project can you provide me required file so i can start from now and complete project as per the requirements

$250 USD trong 4 ngày
(25 Nhận xét)

hi, I have deployed Bert based models in production and created api for it. You mentioned scibert file size is 1.2 gb, so I think you are using the tensorflow model not the pytorch model. Can we discuss further?

$140 USD trong 3 ngày
(6 Nhận xét)

Hi , I can help you to develop web application for Bert model. I am currently workiing as Technical Lead and developing AI based application using mainly Python and Java. Thanks

$140 USD trong 7 ngày
(0 Nhận xét)

According to the description all you need is to serve the model on web and get responses for the requests sent through flask right? I have expertise on hosting ML models on web, I can surely do this

$200 USD trong 7 ngày
(0 Nhận xét)

I have good experience in making ML, DL models using Sklearn and Keras and can also deploy those model using REST API on cloud servers. I have extensively used ML models like Random Forest, XG boost, SVM, Logistic regr Thêm

$180 USD trong 7 ngày
(1 Nhận xét)