AssemblyAI

JULY 8, 2024

Before you start To complete this tutorial, you'll need: An upgraded AssemblyAI account A DeepL API account. In this tutorial, you'll learn how to build a web app in Go that'll use AssemblyAI to transcribe an uploaded video file and generate subtitles. This is different from a regular DeepL account.

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AWS Machine Learning Blog

NOVEMBER 15, 2023

Prerequisites The following are prerequisites for completing the walkthrough in this post: An AWS account Familiarity with SageMaker concepts, such as an Estimator, training job, and HPO job Familiarity with the Amazon SageMaker Python SDK Python programming knowledge Implement the solution The full code is available in the GitHub repo.

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Flipboard

AUGUST 17, 2023

Deploy the CloudFormation template Complete the following steps to deploy the CloudFormation template: Save the CloudFormation template sm-redshift-demo-vpc-cfn-v1.yaml Launch SageMaker Studio Complete the following steps to launch your SageMaker Studio domain: On the SageMaker console, choose Domains in the navigation pane.

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Robot Writers AI

JANUARY 14, 2024

In future decades, when the AI takeover is complete — no joke — some of us will look back and ask: How did this all begin? Automated Opinion Writing As-a-Service: Now a Thing: Wired Reports that new tech has emerged to auto-generate tweets, articles and Web sites to counter an opposing viewpoint.

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Flipboard

APRIL 11, 2023

Public ledgers may appear to be a technology looking for a solution, but projects like the State of California’s effort to put auto registration on a blockchain are likely to simplify the painful process of dealing with the Department of Motor Vehicles. However, I wouldn’t write off NFTs and blockchains just yet. Well, partly.

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Unite.AI

NOVEMBER 22, 2023

Auto-Generated Closed Captions: Make your videos more accessible by automatically including closed captions. I went with one of the paid plans to get a complete feel for the software. It's difficult to definitively say that it's the best overall since that's subjective and dependent on personal opinion and specific circumstances.

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Robot Writers AI

DECEMBER 31, 2023

And Zoom clocked its own personal best, announcing it had auto-written a million text summaries of video meetings conducted on its service. As many know, the bot has stunned the world with its ability to auto-generate clear, concise, intelligent prose in response to virtually any question posed to it.

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AWS Machine Learning Blog

OCTOBER 15, 2024

Auto code completion – It enhances the developer experience by offering real-time suggestions and completions in popular integrated development environments (IDEs), reducing chances of syntax errors and speeding up the coding process. The following code snippet shows the training API. amazonaws.com/djl-inference:0.29.0-tensorrtllm0.11.0-cu124",

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Marktechpost

AUGUST 13, 2023

As you type, Path Intellisense will suggest appropriate path completions. With Path Intellisense, you may easily get the term’s definition. Copilot is an extension for Visual Studio Code that provides auto-completion suggestions for your code. As you type, Copilot will offer appropriate coding completions.

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AWS Machine Learning Blog

APRIL 16, 2024

Connection definition JSON file When connecting to different data sources in AWS Glue, you must first create a JSON file that defines the connection properties—referred to as the connection definition file. As of this writing, the only supported mechanism of creating these connections is using the AWS Command Line Interface (AWS CLI).

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AWS Machine Learning Blog

JUNE 11, 2024

Amazon ECS configuration For Amazon ECS, create a task definition that references your custom Docker image. dkr.ecr.amazonaws.com/ : ", "essential": true, "name": "training-container", } ] } This definition sets up a task with the necessary configuration to run your containerized application in Amazon ECS. neuronx-py310-sdk2.18.2-ubuntu20.04

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Artificial Corner

JANUARY 25, 2024

complete def fibonacci Another thing I really like is that Copilot doesn't just stop after giving a response. Instead of just focusing on code completion, it hones in on testing our code and providing us with ways to make it better. It's like having a coding guru on standby, ready to jump in with insights or solutions.

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AssemblyAI

JUNE 24, 2024

After this step, you now have a transcription complete with accurate speaker labels! Well, we'll definitely highly promote that. Well, we'll definitely highly promote that. Today’s Speaker Diarization models can be used to determine up to 26 speakers in the same audio/video file with high accuracy.

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AWS Machine Learning Blog

MAY 31, 2023

When configuring your auto scaling groups for SageMaker endpoints, you may want to consider SageMakerVariantInvocationsPerInstance as the primary criteria to determine the scaling characteristics of your auto scaling group. Note that although the MMS configurations don’t apply in this case, the policy considerations still do.)

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deepsense.ai

OCTOBER 8, 2023

Usually agents will have: Some kind of memory (state) Multiple specialized roles: Planner – to “think” and generate a plan (if steps are not predefined) Executor – to “act” by executing the plan using specific tools Feedback provider – to assess the quality of the execution by means of auto-reflection.

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AWS Machine Learning Blog

JUNE 13, 2023

In addition, all SageMaker real-time endpoints benefit from built-in capabilities to manage and monitor models, such as including shadow variants , auto scaling , and native integration with Amazon CloudWatch (for more information, refer to CloudWatch Metrics for Multi-Model Endpoint Deployments ). 2xlarge instances.

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Unite.AI

SEPTEMBER 13, 2024

Kernel Auto-tuning : TensorRT automatically selects the best kernel for each operation, optimizing inference for a given GPU. Let’s break down the key components: Model Definition TensorRT-LLM allows you to define LLMs using a simple Python API. build/tensorrt_llm*.whl

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AWS Machine Learning Blog

MAY 9, 2023

SageMaker MMEs can horizontally scale using an auto scaling policy and provision additional GPU compute instances based on specified metrics. Returns - pb_utils.ModelConfig An object containing the auto-completed model configuration """ def initialize(self, args): `initialize` is called only once when the model is being loaded.

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AWS Machine Learning Blog

FEBRUARY 29, 2024

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. Complete creating the stack and monitor the status on the stack details page. Set up and complete the Amazon Personalize workflow Open the 1.Configure_Amazon_Personalize.ipynb

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AWS Machine Learning Blog

MAY 16, 2024

Problem definition Traditionally, the recommendation service was mainly provided by identifying the relationship between products and providing products that were highly relevant to the product selected by the customer. When training is complete (through the Lambda step), the deployed model is updated to the SageMaker endpoint.

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Flipboard

FEBRUARY 13, 2023

Furthermore, we define the autotune parameter ( AUTO ) with the help of tf.data.AUTOTUNE on Line 17. Let us look at the definition of this call step by step. This function takes as input the model definition file (i.e., tensorflow and os ) on Lines 2 and 3. Next, we define our training parameters. EPOCHS ) on Lines 20-23.

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AWS Machine Learning Blog

MAY 8, 2023

With kernel auto-tuning, the engine selects the best algorithm for the target GPU, maximizing hardware utilization. SageMaker MMEs can horizontally scale using an auto scaling policy and provision additional GPU compute instances based on specified metrics. Note that the cell takes around 30 minutes to complete. !docker

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AWS Machine Learning Blog

OCTOBER 8, 2024

In the training phase, CSV data is uploaded to Amazon S3, followed by the creation of an AutoML job, model creation, and checking for job completion. This ensures the model has a complete dataset to learn from, improving its ability to make accurate forecasts. Use the create_model method of the AutoML job object to complete this step.

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John Snow Labs

OCTOBER 12, 2023

In this release, we’ve focused on simplifying model sharing, making advanced features more accessible with FREE access to Zero-shot NER prompting, streamlining the annotation process with completions and predictions merging, and introducing Azure Blob backup integration. Click “Submit” to finalize.

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Robot Writers AI

JUNE 30, 2024

Specifically, the company is looking to integrate Google’s Gemini AI into its services to auto-write ad scripts, automate ad narration and auto-generate product images. Also promised is a new world-building tool that will enable writers to auto-design fictional worlds ranging from dystopian cities to magical realms.

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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. Under Advanced Project Options , for Definition , select Pipeline script from SCM. Choose Create key. Choose Save.

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AWS Machine Learning Blog

SEPTEMBER 18, 2023

You can call get on the object ref to block the execution of the current task until the remote computation is complete and the result is available. The only new line of code is the ProcessingStep after the steps’ definition, which allows us to take the processing job configuration and include it as a pipeline step.

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AWS Machine Learning Blog

AUGUST 4, 2023

With SageMaker Data Wrangler, you can simplify the process of data preparation and feature engineering and complete each step of the data preparation workflow, including data selection, cleansing, exploration, and visualization from a single visual interface. Make sure to disable sampling when importing the data.

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AWS Machine Learning Blog

SEPTEMBER 11, 2023

It’s an auto-regressive language model that uses an optimized transformer architecture. Inference and example prompts for Falcon 180B Falcon models can be used for text completion for any piece of text. Eiffel Tower: No trip to Paris is complete without a visit to the iconic Eiffel Tower. It was trained on 3.5

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Robot Writers AI

DECEMBER 24, 2023

For a look at the complete guide published by OpenAI, click here. Heinrichs’ verdict: Sudowrite is not perfect, but it definitely generates excellent results that sound human. The tool, dubbed ‘Smart Assistant,’ is designed to help users auto-write texts and emails and auto-generate scripts for telephone pitches.

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Topbots

AUGUST 22, 2023

auto-evaluation) and using human-LLM hybrid approaches. Thus, holistic evaluation of LLM performance typically entails at least 3 different approaches: Quantitative Metrics : When definitive correct answers exist, you can default to traditional ML evaluation methods using quantitative approaches.

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Mlearning.ai

JUNE 28, 2023

There will be a lot of tasks to complete. You know that there is a vocabulary exam type of question in SAT that asks for the correct definition of a word that is selected from the passage that they provided. 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. Let’s begin!

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AWS Machine Learning Blog

NOVEMBER 10, 2023

Refer to the notebook for the complete source code and feel free to adapt it with your own data. from train import fit fit('data', 100, 10, 1, 'auto', 0.01) Alternatively, run the train script from the command line in the same way you may want to use it in a container. We will compare both strategies visually after their completion.

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TheSequence

MAY 24, 2023

data or auto-generated files). cell outputs) for code completion in Jupyter notebooks (see this Jupyter plugin ). Evaluation is definitely in its infancy compared to natural language and will need to improve to better capture the user experience. In addition we labelled a PII dataset for code to train a PII detector.

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Explosion

JULY 6, 2021

For example, you’ll be able to use the information that certain spans of text are definitely not PERSON entities, without having to provide the complete gold-standard annotations for the given example. pip install spacy-huggingface-hub huggingface-cli login # Package your pipeline python -m spacy package./en_ner_fashion./output

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AWS Machine Learning Blog

MAY 7, 2024

When the job is complete, you can obtain the raw transcript data using GetTranscriptionJob. OpenSearch Serverless can index billions of records and has expanded its auto scaling capabilities to efficiently handle tens of thousands of query transactions per minute.

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Google Research AI blog

JANUARY 18, 2023

We have also seen significant success in using large language models (LLMs) trained on source code (instead of natural language text data) that can assist our internal developers, as described in ML-Enhanced Code Completion Improves Developer Productivity. of high definition video. The pixels in the same colors are attended together.

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