Unanswered Questions tagged with Machine Learning & AI
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I've build a document based chatbot with sagemaker llama 2-7b model with Kendra index which is giving the answer but at the end it is adding 'don't know'.
but using same sagemaker model with faiss it...
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283
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asked 4 months agolg...
I have some questions regarding async inference of sagemaker model packages on aws marketplace
1. When packaging a model as a sagemaker model package to be offered on marketplace, can it support...
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381
views
asked 4 months agolg...
Pasting the blurb from this link - https://docs.aws.amazon.com/personalize/latest/dg/personalize-opensearch.html
"Continuing with this example, if a user searches for a specific type of car from a...
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225
views
asked 5 months agolg...
I'm having some troubles with fine-tuning Mistral 7b on JumpStart.
This is the error:
```
ErrorMessage "raise ValueError(
ValueError: DeepSpeed Zero-3 is not compatible with...
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0
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373
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asked 5 months agolg...
I'm exploring fine-tuning with DPO and successfully trained facebook/opt-model (HF model) with DPO (Ref: https://huggingface.co/blog/dpo-trl). As part of DPO training, I first performed SFT training,...
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1961
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asked 5 months agolg...
AWS Endpoint Failurelg...
Hello, I've been trying to make an endpoint to my model that was traind, it's cnn/gru tensorflow model, while creating endpoint using the following code, first is for conversion to .tar.gz, and after...
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238
views
asked 5 months agolg...
I'm using a jupyterlab notebook in Sagemaker Studio. It's Jupyterlab 4.0.8, running a Python 3 kernel. I've selected an AI21 :: j1-large Langage mode and an OpenAI :: text-embedding-ada-002 Embedding...
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247
views
asked 5 months agolg...
Dear Sir/Madam,
I am very interested in your website. But I have some questions about the website, hoping you can answer them. Here are the points:
1. The news...
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2066
views
asked 6 months agolg...
I'm deploying an LLM that uses huggingface transformers on Sagemaker with custom inference code (e.g. custom model_fn, predict_fn, etc). I know that Sagemaker has support for response streaming, and...
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131
views
asked 6 months agolg...
Traceability and Reproducibility of Models Generated using SageMaker Training Jobs with S3 Datasetlg...
I have a dataset in S3 bucket which is passed as input to the SageMaker training job. The default **traceability** in SageMaker provides only the S3 URI and doesn't include the version details. If at...
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1
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223
views
asked 6 months agolg...
I have a Resnet50 and Resnet101 model running on a SageMaker MME with Triton server. I have two inference scripts placed in respective folders but it keeps getting ignored by SageMaker. My directory...
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84
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asked 6 months agolg...
We want to improve sales forecasting for the products we manufacture.
Using Amazon Forecast console with almost 5 years of per-product (sku) sales data.
Initial experiments across the whole product...
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0
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203
views
asked 6 months agolg...