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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.

Deliverables

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.

Skills: Python, Django, JavaScript, Git, NoSQL Couch & Mongo

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About the Employer:
( 0 reviews ) Hackney, United Kingdom

Project ID: #30088484

9 freelancers are bidding on average £213 for this job

umg536

Hi there, I'm bidding on your project "deploying ML NLP model based on Bert (scibert)" Being an expert in Python and matlab programming I can do this project for you. please leave a message on my chat so we can discus More

£250 GBP in 4 days
(13 Reviews)
6.0
saubhagyamweb

---- deploying ML NLP model based on Bert (scibert) ----- Hi, I am having expertise in data science and ML/AI experts who excel across multiple areas with more than five years of combined experience. I hold expertise More

£250 GBP in 7 days
(16 Reviews)
6.2
viktorbelman01

Dear Sir. As an experienced NLP expert, it is very interesting to me. I have been working on several NLP projects such as NLU, Q&A, chatbot, OCR for over 7+ years. I mainly used dnn based ways for those projects such a More

£200 GBP in 2 days
(21 Reviews)
4.8
Leondevelop

Hi, I have rich experience in python developement and deployment with heroku I can help you in a short time. Thanks in advance

£135 GBP in 1 day
(5 Reviews)
3.8
adamovicivan464

hello I ready to work for you Please feel free to contact me, and will be waiting for more details about your project. Best regards.

£300 GBP in 3 days
(9 Reviews)
3.8
shaikhutdinovru1

I have much experience in NLP and heroku. [login to view URL] and [login to view URL] are both my heroku apps. So this job is an ideal match for my skills and experience. You can check my potential on More

£250 GBP in 3 days
(3 Reviews)
3.6
DanilLunev

Hi, I am very familiar wit h Python, Django, Flask, MongoDB, Git. I am very interested in your project. Let's discuss more details. Thanks. Danil.

£150 GBP in 7 days
(1 Review)
2.6
valeriyburykin

Hi I'd like to apply this job, as I have a lot experience in NLP(natural language processing) area I have experiences various kinds NLP tasks such as: - Text/topic classification & clustering - Text Summarization - Se More

£135 GBP in 7 days
(1 Review)
1.4
leaddatasci

We can get this done in a few hours if need be. I've done this plenty of times for my own company as well and for my mentees during AWS crash course that I teach.

£250 GBP in 2 days
(0 Reviews)
0.0