AWS Machine Learning Blog

JUNE 3, 2024

In a single visual interface, you can complete each step of a data preparation workflow: data selection, cleansing, exploration, visualization, and processing. Complete the following steps: Choose Prepare and analyze data. Upload the dataset you downloaded in the prerequisites section. Choose Create.

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Flipboard

FEBRUARY 13, 2023

Jump Right To The Downloads Section Building a Dataset for Triplet Loss with Keras and TensorFlow In the previous tutorial , we looked into the formulation of the simplest form of contrastive loss. Start by accessing the “Downloads” section of this tutorial to retrieve the source code and example images. The crop_faces.py here (i.e.,

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PyImageSearch

FEBRUARY 6, 2023

Jump Right To The Downloads Section Training a Custom Image Classification Network for OAK-D Before we start data loading, analysis, and training the classification network on the data, we must carefully pick the suitable classification architecture as it would finally be deployed on the OAK. Looking for the source code to this post?

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AWS Machine Learning Blog

APRIL 8, 2024

This version offers support for new models (including Mixture of Experts), performance and usability improvements across inference backends, as well as new generation details for increased control and prediction explainability (such as reason for generation completion and token level log probabilities).

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AWS Machine Learning Blog

MAY 22, 2024

You can use a managed service, such as Amazon Rekognition , to predict product attributes as explained in Automating product description generation with Amazon Bedrock. jpg and the complete metadata from styles/38642.json. Each product is identified by an ID such as 38642, and there is a map to all the products in styles.csv.

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Unite.AI

OCTOBER 20, 2023

I'll explain what each feature does, as well as how to use each one so you get a good understanding of how to use Speechify and what it's capable of. You can use it online, as a Chrome extension or download it as an app for iOS or Android. I hit “Next” to continue and “Try for free” once complete.

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Unite.AI

JANUARY 16, 2024

In this MeetGeek review, I'll explain what MeetGeek is and who it's best for. Auto-Recording & Transcription With MeetGeek AI, you can automatically record and transcribe your meetings for free without taking notes! The ability to download the video, captions, and transcript. The entire session converted to text.

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AWS Machine Learning Blog

FEBRUARY 29, 2024

This post explains how to integrate the Amazon Personalize Search Ranking plugin with OpenSearch Service to enable personalized search experiences. Complete the following steps to deploy the stack: Sign in to the AWS Management Console with your credentials in the account where you want to deploy the CloudFormation stack.

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AWS Machine Learning Blog

NOVEMBER 9, 2023

Create a KMS key in the dev account and give access to the prod account Complete the following steps to create a KMS key in the dev account: On the AWS KMS console, choose Customer managed keys in the navigation pane. Download and save the publicly available UCI Mammography Mass dataset to the S3 bucket you created earlier in the dev account.

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Dlabs.ai

SEPTEMBER 25, 2020

In this article, we’ll focus on this concept: explaining the term and sharing an example of how we’ve used the technology at DLabs.AI. let’s first explain basic Robotic Process Automation. in action is from a project we completed here at DLabs.AI. Happy reading! The RPA market is currently valued at USD 1.1 from 2020 to 2027.

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The MLOps Blog

JUNE 27, 2023

This includes features for model explainability, fairness assessment, privacy preservation, and compliance tracking. Can you see the complete model lineage with data/models/experiments used downstream? The platform’s labeling capabilities include flexible label function creation, auto-labeling, active learning, and so on.

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PyImageSearch

JUNE 5, 2023

Jump Right To The Downloads Section CycleGAN: Unpaired Image-to-Image Translation (Part 3) In the first tutorial of this series on unpaired image-to-image translation, we introduced the CycleGAN model. Start by accessing this tutorial’s “Downloads” section to retrieve the source code and example images. cycledImageX ). cycledImageY ).

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PyImageSearch

OCTOBER 2, 2023

Jump Right To The Downloads Section A Deep Dive into Variational Autoencoder with PyTorch Introduction Deep learning has achieved remarkable success in supervised tasks, especially in image recognition. in their paper Auto-Encoding Variational Bayes. Auto-Encoding Variational Bayes. Looking for the source code to this post?

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AWS Machine Learning Blog

MAY 30, 2023

After you have achieved your desired results with filters and groupings, you can either download your results by choosing Download as CSV or save the report by choosing Save to report library. If all are successful, then the batch transform job is marked as complete. SageMaker supports auto scaling for asynchronous endpoints.

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Dlabs.ai

FEBRUARY 24, 2021

Secret Manager: obtaining secrets at runtime Container Registry: for Docker image storage Cloud Run: managed serverless runtime environment Prerequisites GitHub Repository To complete this tutorial, you’ll need some additional code, but we’ve got you covered. You can see the complete installation process by clicking here.

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Mlearning.ai

JULY 22, 2023

the UI for annotation, image ref: [link] The base containers that run when we put the CVAT stack up (not included auto annotation) (Semi) automated annotation The CVAT (semi) automated annotation allow user to use something call nuclio , which is a tool aimed to assist automated data science through serverless deployment.

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AWS Machine Learning Blog

SEPTEMBER 6, 2023

What is Llama 2 Llama 2 is an auto-regressive language model that uses an optimized transformer architecture. Write a response that appropriately completes the request.nn### Instruction:nWhen did Felix Luna die?nn### Write a response that appropriately completes the request.nn### Instruction:nWhat is an egg laying mammal?nn###

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DataRobot Blog

JANUARY 10, 2023

DataRobot Notebooks is a fully hosted and managed notebooks platform with auto-scaling compute capabilities so you can focus more on the data science and less on low-level infrastructure management. Auto-scale compute. In the DataRobot left sidebar, there is a table of contents auto-generated from the hierarchy of Markdown cells.

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DataRobot Blog

FEBRUARY 2, 2023

Hugging Face model hub is a platform offering a collection of pre-trained models that can be easily downloaded and used for a wide range of natural language processing tasks. The models are easy to use and can be fine-tuned to your specific needs, making them a powerful tool for solving a variety of natural language processing problems.

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Allen AI

AUGUST 18, 2023

Openly available for download on the HuggingFace Hub under AI2’s ImpACT license , Dolma is the largest open dataset to date. We recognize that our decision reinforces the assumption of English as the “default” language; we hope to expand OLMo to other languages after initial milestones are completed. Quality filtering³.

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Artificial Corner

AUGUST 29, 2023

I will explain the process in a bit. The load_models()function is here to speedup the loading process of the model weights. NOTE 1: this is really important: you cannot send binary objects in json format, so you need to transform them into strings! NOTE 2 : I spent 2 hours to troubleshoot this part!

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The MLOps Blog

NOVEMBER 14, 2024

A good analogy that explains this process is JPEG compression. This command will handle the download, build a local cache, and run the model for you. Users can download various LLMs , including open-source options, and adjust inference parameters to optimize performance. Ollama gives you all you need to run and use a model.

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Mlearning.ai

JUNE 28, 2023

There will be a lot of tasks to complete. BART stands for Bidirectional and Auto-Regression, and is used in processing human languages that is related to sentences and text. In this article, I will take you through what it’s like coding your own AI for the first time at the age of 16. Are you ready to explore? Let’s begin!

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The MLOps Blog

FEBRUARY 27, 2023

Michal, to warm you up for all this question-answering, how would you explain to us managing computer vision projects in one minute? You would address it in a completely different way, depending on what’s the problem. Michal: As I explained at some point to me, I wouldn’t say it’s much more complex.

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Heartbeat

JANUARY 25, 2023

By analyzing the words and phrases used in a piece of writing, sentiment analysis algorithms can determine the overall sentiment of the text and provide a more complete understanding of its meaning. Download Dataset and Create a Virtual Environment First, you need to the download Reddit Threads dataset from Kaggle.

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Heartbeat

DECEMBER 27, 2023

It will further explain the various containerization terms and the importance of this technology to the machine learning workflow. image { width: 95%; border-radius: 1%; height: auto; }.form-header The article will contain hands-on sessions with practical coding examples as a use case. Congratulations, our application is now online.

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Unite.AI

DECEMBER 1, 2023

In this Circleboom review, I'll explain what Circleboom is, who should use it, and how to get started. From there, I filled out the rest of the information: RSS Feed URL Feed name Text to begin with Text to end with How frequently the feed would be checked Maximum number of posts per update Once complete, I selected “Add RSS feed.”

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Unite.AI

SEPTEMBER 4, 2023

Technical Deep Dive of Llama 2 For training the Llama 2 model; like its predecessors, it uses an auto-regressive transformer architecture , pre-trained on an extensive corpus of self-supervised data. OpenAI has provided an insightful illustration that explains the SFT and RLHF methodologies employed in InstructGPT.

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AWS Machine Learning Blog

AUGUST 6, 2024

The following diagram shows how MusicGen, a single stage auto-regressive Transformer model, can generate high-quality music based on text descriptions or audio prompts. The generated music will be downloaded from the S3 bucket. MusicGen code is released under MIT, model weights are released under CC-BY-NC 4.0.

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AWS Machine Learning Blog

JANUARY 17, 2024

Llama 2 is an auto-regressive generative text language model that uses an optimized transformer architecture. You are responsible for reviewing and complying with any applicable license terms and making sure they are acceptable for your use case before downloading or using the content. We discuss both methods in this section.

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AWS Machine Learning Blog

NOVEMBER 1, 2023

Additionally, you benefit from advanced features like auto scaling of inference endpoints, enhanced security, and built-in model monitoring. The pre-training of IDEFICS-9b took 350 hours to complete on 128 Nvidia A100 GPUs, whereas fine-tuning of IDEFICS-9b-instruct took 70 hours on 128 Nvidia A100 GPUs, both on AWS p4.24xlarge instances.

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AWS Machine Learning Blog

NOVEMBER 6, 2024

For the purpose of this notebook, we downloaded the MP4 file for the recording and stored it in an Amazon Simple Storage Service (Amazon S3) bucket. time.sleep(10) The transcription job will take a few minutes to complete. For the purpose of this notebook, we downloaded the WAV file for the recording and stored in an S3 bucket.

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Marktechpost

MARCH 31, 2025

This guide will walk you through setting up Git, using Git Bash, and mastering essential Git commands for local development.

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AWS Machine Learning Blog

NOVEMBER 15, 2024

In the metadata.jsonl file, each example is a dictionary that contains three keys named file_name , prompt , and completion. prompt defines the text input prompt and completion defines the text completion corresponding to the input prompt. jpg", "prompt": "what is the contact person name mentioned in letter?", "completion": "P.

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