Questions tagged with Amazon SageMaker Model Monitor
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I have created a data monitoring schedule using the `DefaultModelMonitor` . In the monitoring schedule call I'm passing constraints and statistics that was generated using the baseline job. I'm also...
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83
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asked 4 days agolg...
Hello,
I have deployed Mistral 7B LLM model on aws sagemaker using sagemaker studio jumpstart.
I have the endpoint with me.
Now I want to know how I can monitor this model using Sagemaker Model...
1
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143
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asked 2 months agolg...
Like the individual who posted this question on the AWS forum, I am also looking to use create_monitoring_schedule. In a record_preprocessor_script file, I want to import various dependent Python...
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229
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asked 3 months agolg...
I've set up a model and run regular batch transforms on it. Data capture is enabled and there is a data quality monitoring schedule that runs every hour. The problem I have is linking the results of...
2
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474
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asked 4 months agolg...
Sagemaker data quality monitor is generating new baseline constraint even when I have provided a baseline constraints.
Why its not using the existing baseline constraint file?
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117
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asked 4 months agolg...
can the header have period ? ex: Feature.names
1
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1
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140
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asked 4 months agolg...
The image sagemaker-model-monitor-analyzer in processing job can’t support more than 4 instanceslg...
**Background**
Our team uses sagemaker processing job to do data baselining, which is to produce statistics result based on a large scale of training dataset. In other words, the goal of solving this...
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239
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asked 5 months agolg...
I can see that data capture is supported only for real time and batch transformations endpoints. Is there any suggested work around for serverless sagemaker inference endpoints. I would like to set up...
1
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211
views
asked 6 months agolg...
Can we use requirements.txt in model monitoring to install libraries?
https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-faqs.html
"If you want to include a few third-party libraries, you...
2
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0
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309
views
asked 7 months agolg...
In case of DefaultModelMonitor.create_monitoring_schedule I need to use record_preprocessor_script , which actually imports few dependent py scripts. How make sure the dependent py files are available...
2
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200
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asked 7 months agolg...
Hi, I have run into a similar issue as the question posted [here](https://repost.aws/questions/QU8Xkelo1ARA2zcn4rHuk09w/sagemaker-model-monitor-missing-columns-constraint-violation), although the...
1
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287
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asked 8 months agolg...
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