AWS Machine Learning Blog

SEPTEMBER 11, 2024

This allows you to share the intended uses and assessed carbon impact of a model so that data scientists, ML engineers, and other teams can make informed decisions when choosing and running models. If your workloads can tolerate latency, consider deploying your model on Amazon SageMaker Asynchronous Inference with auto-scaling groups.

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AWS Machine Learning Blog

JULY 23, 2024

collection of multilingual large language models (LLMs), which includes pre-trained and instruction tuned generative AI models in 8B, 70B, and 405B sizes, is available through Amazon SageMaker JumpStart to deploy for inference. is an auto-regressive language model that uses an optimized transformer architecture. The Llama 3.1

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Machine Learning Computer Vision Python ML 126

Mlearning.ai

MAY 3, 2023

It is built on top of OpenAI’s Generative Pretrained Transformer (GPT-3.5 autogpt : Auto-GPT is an “Autonomous AI agent” that given a goal in natural language, will allow Large Language Models (LLMs) to think, plan, and execute actions for us autonomously. The complete code of the APP can be found here.

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Large Language Models Python Auto-complete Natural Language Processing 52

TheSequence

MAY 24, 2023

data or auto-generated files). cell outputs) for code completion in Jupyter notebooks (see this Jupyter plugin ). Were there any research breakthroughs in StarCoder, or would you say it was more of a crafty ML engineering effort? In addition we labelled a PII dataset for code to train a PII detector.

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Auto-complete ML Python Machine Learning 59

AWS Machine Learning Blog

DECEMBER 4, 2024

Organizations of every size and across every industry are looking to use generative AI to fundamentally transform the business landscape with reimagined customer experiences, increased employee productivity, new levels of creativity, and optimized business processes.

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ML Generative AI Data Scientist ML Engineer 137

Flipboard

NOVEMBER 27, 2024

In your AWS account, prepare a table using Amazon DataZone and Athena completing Step 1 through Step 8 in Amazon DataZone QuickStart with AWS Glue data. 1 MinContainers Minimum containers for auto scaling. 1 MaxContainers Maximum containers for auto scaling. An email address must be included while creating the user.

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Metadata Auto-complete Data Discovery ML Engineer 146

AWS Machine Learning Blog

OCTOBER 24, 2024

After the model has completed training, you will be routed to the Analyze tab. Note that your numbers might differ from the ones you see in the following figure, because of the stochastic nature of the ML process. Then select loan_data_forecast_dataset from the dataset list, and click Generate predictions.

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AWS Machine Learning Blog

DECEMBER 2, 2024

The generative AI landscape has been rapidly evolving, with large language models (LLMs) at the forefront of this transformation. As LLMs continue to expand, AI engineers face increasing challenges in deploying and scaling these models efficiently for inference. The following table summarizes our setup.

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