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Questions tagged [google-cloud-platform]

Google Cloud Platform (GCP) is a suite of cloud computing services that delivers computing services like servers, storage, databases, networking, software and analytics over the Internet

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RLHF fine-tune llama2 in vertex ai

I have fine tune RLHF with Vertex AI Pipeline. But deployed model not showing in model registry. Why? code i have used: ...
Sandun Tharaka's user avatar
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Data Tracking For Process Improvement

I work in a manufacturing plant with 6 production lines. As part of the maintenance crew, it is my job to record all maintenance work performed on the equipment inside of our shared OneNote. This ...
Austin's user avatar
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Create a TensorFlow Input pipeline from GCS Bucket?

I wish to generate a TensorFlow input pipeline (i.e. tf.data pipeline) for an image classification project. The images stored in a GCS bucket having access controls and is not publicly accessible. And ...
Harsh Khare's user avatar
2 votes
1 answer
38 views

What is the best approach to deploy N number of ML models as a scalable service in the Cloud?

I've N (~50) number of sentiment models of different languages, which were fine tuned on HggingFace's transformer models. Each of the models as 2-3 GB in size approx. Now, how can I deploy all these ...
Abdullah Al Imran's user avatar
1 vote
0 answers
22 views

Best way to represent a version feature based on percentiles

We're training a binary classifier in AutoML, and one of the features consist of browser versions. Currently these versions are provided "normalized" to the model, according to the ...
Gabriel Ballesteros's user avatar
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1 answer
275 views

Why model trains slower on GCP than on my local machine?

I'm using tensorflow-cloud and train a 3D voxel CNN. My local machine: NVIDIA GeForce RTX 2080 Ti 11GB, Intel Core i7 3GhZ, 32 GB RAM This is my machine config on tfc: ...
Stiefel's user avatar
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1 vote
0 answers
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Query google trend using google BigQuery

I need help with google BigQuery. Am using big query to query data from Google Trends. now I want to get data using a specific keyword example spiderman, and get the result in regions like CSV ...
Alvin masievi's user avatar
1 vote
1 answer
1k views

TF-IDF for 400,000+ unique words in corpus?

I have a corpus with over 400,000 unique words. I would like to build a TF-IDF matrix for this corpus. I have tried doing this on my laptop (16GB RAM) and Google Colab, but am unable to do so due to ...
user16584277's user avatar
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How to schedule importing data files from SFTP server located on compute engine instance into BigQuery?

What I want to achieve: Transfer hourly coming data files onto a SFTP file server located on a compute engine VM from several different feeds into Bigquery with real-time updates effectively & ...
Hamza's user avatar
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1 vote
2 answers
88 views

How can I create a VM instance with GPUs on Google Cloud Platform?

How can I create a VM instance with GPUs on Google Cloud Platform? When I go to https://console.cloud.google.com/compute -> CREATE INSTANCE, I only see CPUs and no GPUs, as shown in the video below....
Franck Dernoncourt's user avatar