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

$30-250 USD

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已发布将近 3 年前

$30-250 USD

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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. I would like to have a working web version that allows to call a hosted bert model
项目 ID: 30104689

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活跃3 年前

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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 在4天之内
4.8 (25条评论)
5.7
5.7
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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 在3天之内
5.0 (6条评论)
4.1
4.1
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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 在7天之内
0.0 (0条评论)
0.0
0.0
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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 在7天之内
0.0 (0条评论)
0.0
0.0
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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 regression. I have Very good understanding in NLP techniques like, Sentiment analysis, Entity extraction, Topic Modeling through NLTK, Spacy, Gensim, Keras LSTM, BERT and other transformers. I have experience in deploying the model to AWS Ec2 machine and GCP.
$180 USD 在7天之内
0.0 (1条评论)
0.0
0.0

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UNITED STATES的国旗
Santa Clara, United States
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会员自5月 5, 2021起

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