Marktechpost

JULY 18, 2023

GitHub Copilot GitHub Copilot is an AI-powered code completion tool that analyzes contextual code and delivers real-time feedback and recommendations by suggesting relevant code snippets. Tabnine Tabnine is an AI-based code completion tool that offers an alternative to GitHub Copilot.

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AWS Machine Learning Blog

MAY 31, 2023

The Amazon SageMaker Python SDK is an open-source library for training and deploying machine learning (ML) models on Amazon SageMaker. Starting with SageMaker Python SDK version 2.148.0, Provide a name for the stack (for example, networking-stack ), and complete the remaining steps to create the stack.

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AssemblyAI

JULY 24, 2023

AI subtitle generator applies an AI model to auto-generate subtitles. Try AssemblyAI’s Python SDK to quickly transcribe an audio file The AI subtitle generator then takes this transcription data and outputs a transcription text that is displayed as the speaker speaks throughout the video.

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Flipboard

JUNE 26, 2023

In this post, we look at how we can use AWS Glue and the AWS Lake Formation ML transform FindMatches to harmonize (deduplicate) customer data coming from different sources to get a complete customer profile to be able to provide better customer experience. The following diagram shows our solution architecture.

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Marktechpost

APRIL 16, 2024

The book covers topics like Auto-SQL, NER, RAG, Autonomous AI agents, and others. Machine Learning Engineering with Python This book is a comprehensive guide to building and scaling machine-learning projects that solve real-world problems. It teaches how to build LLM-powered applications using LangChain using hands-on exercises.

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IBM Journey to AI blog

SEPTEMBER 19, 2023

Auto-generated code suggestions can increase developers’ productivity and optimize their workflow by providing straightforward answers, handling routine coding tasks, reducing the need to context switch and conserving mental energy. It can also modernize legacy code and translate code from one programming language to another.

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AWS Machine Learning Blog

NOVEMBER 6, 2023

Custom Queries provides a way for you to customize the Queries feature for your business-specific, non-standard documents such as auto lending contracts, checks, and pay statements, in a self-service way. This section will activate your next steps as you complete them sequentially. What is the account name/payer/drawer name?

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Towards AI

JULY 21, 2023

This… github.com Kite Auto Complete For all the Jupyter notebook fans, Kite code autocomplete is now supported! For complete coverage, follow our Twitter: @Quantum_Stat www.quantumstat.com Join thousands of data leaders on the AI newsletter. The new architecture helps reduce parameter size in addition to making models deeper.

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Mlearning.ai

JULY 4, 2023

In this article I will show you how to run a version of the Vicuna model in WSL2 with GPU acceleration and prompt the model from Python via an API. Once your CUDA installation completes, reboot your computer. venv Using python venv is a personal preference — I like how lightweight it is. Simply run python download-model.py

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Marktechpost

JANUARY 23, 2024

The KV cache is not removed from the radix tree when a generation request is completed; it is kept for both the generation results and the prompts. In the second scenario, compiler optimizations like code relocation, instruction selection, and auto-tuning become possible.

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AssemblyAI

SEPTEMBER 13, 2023

Summarize audio transcripts in 30 seconds with Python This video tutorial teaches you how to obtain a free AssemblyAI key, transcribe an audio or video transcript, and obtain a summary of the transcript using Python. You can also change the type of summary generated and the summary model used by adjusting the specified parameters.

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ODSC - Open Data Science

OCTOBER 11, 2023

With one line of Python code, cleanlab allows you to automatically detect common data issues in almost any dataset (image, text, tabular, audio, etc.) Getting Started with Cleanlab Cleanlab is a Python library built specifically for data-centric AI. These techniques help you save limited resources.

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AWS Machine Learning Blog

OCTOBER 18, 2023

This post details how Purina used Amazon Rekognition Custom Labels , AWS Step Functions , and other AWS Services to create an ML model that detects the pet breed from an uploaded image and then uses the prediction to auto-populate the pet attributes. Start the model version when training is complete.

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Marktechpost

JULY 11, 2023

The best example is OpenAI’s ChatGPT, the well-known chatbot that does everything from content generation and code completion to question answering, just like a human. Auto-GPT, the free-of-cost and open-source in nature Python application, uses GPT-4 technology. The range of functions provided by Auto-GPT is limited.

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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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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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Unite.AI

AUGUST 30, 2023

When comparing ChatGPT with Autonomous AI agents such as Auto-GPT and GPT-Engineer, a significant difference emerges in the decision-making process. Rather than just offering suggestions, agents such as Auto-GPT can independently handle tasks, from online shopping to constructing basic apps. Massive Update for Auto-GPT: Code Execution!

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AWS Machine Learning Blog

OCTOBER 19, 2023

Solution overview Training a custom moderation adapter involves five steps that you can complete using the AWS Management Console or the API interface: Create a project Upload the training data Assign ground truth labels to images Train the adapter Use the adapter Let’s walk through these steps in more detail using the console.

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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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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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Towards AI

FEBRUARY 13, 2023

Our model gets a prompt and auto-completes it. Text Generation Tools like ChatGPT are great for generating text, but sometimes you might want to generate text about a topic. The goal of text generation is to generate meaningful sentences. Let’s see how to perform a pipeline. First, we instantiate the pipelines with text-generation.

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AWS Machine Learning Blog

FEBRUARY 20, 2024

This time-consuming process must be completed before content can be dubbed into another language. SageMaker asynchronous endpoints support upload sizes up to 1 GB and incorporate auto scaling features that efficiently mitigate traffic spikes and save costs during off-peak times. __dict__[WAV2VEC2_MODEL].get_model(dl_kwargs={"model_dir":

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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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Mlearning.ai

JULY 3, 2023

Life however decided to take me down a different path (partly thanks to Fujifilm discontinuing various films ), although I have never quite completely forgotten about glamour photography. Variational Auto-Encoder  — Generates the final output image by decoding the latent space images to pixel space. Image created by the author.

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TheSequence

MAY 24, 2023

Since a lot of developers are working on Python we continued to trainStarCoder for about 35B tokens (~3% of full training) on the Python subset which lead to a significant performance boost. data or auto-generated files). cell outputs) for code completion in Jupyter notebooks (see this Jupyter plugin ).

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Mlearning.ai

JULY 9, 2023

launch() This Python script uses a HuggingFace Transformers library to load the tiiuae/falcon-7b-instruct model. launch() This Python script uses a HuggingFace Transformers library to load the tiiuae/falcon-7b-instruct model. We leverage the python bindings for LLaMA.cpp to load the model.

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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.

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AWS Machine Learning Blog

AUGUST 1, 2023

SageMaker endpoints also have auto scaling features and are highly available. metal orange colored car, complete car, colour photo, outdoors in a pleasant landscape, realistic, high quality depth A grayscale image with black representing deep areas and white representing shallow areas. The following is a snippet from inference.py

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Unite.AI

OCTOBER 26, 2023

Clearbit Capture, another valuable tool, focuses on lead capture on websites, auto-filling forms with data from Clearbit’s database to minimize form abandonment. Lastly, the Clearbit API grants access to various endpoints, like the Person API for email lookup or the Company API for company information, with support for Ruby, Node, and Python.

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Mlearning.ai

DECEMBER 22, 2023

Setup Development Environment In this tutorial, we are using a Python notebook outside of Sagemaker studio. Write a response that appropriately completes the request.nn" question = sample["prompt"].replace("nn### strip() answer = sample["completion"].replace("n### 1 on the Billboard 200??

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Heartbeat

SEPTEMBER 6, 2023

We can install this library in the same way as other Python libraries, using pip . Image by Author If you want to end the experiment, you can use the end method of the Experiment object to mark the experiment as complete. # This dataset consists of 60,000 training grayscale images of handwritten digits between 0 to 9.

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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. Choose Create key. For Key type , select Symmetric. For Script Path , enter Jenkinsfile. Choose Save.

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AWS Machine Learning Blog

NOVEMBER 8, 2023

Amazon CodeWhisperer currently supports Python, Java, JavaScript, TypeScript, C#, Go, Rust, PHP, Ruby, Kotlin, C, C++, Shell scripting, SQL, and Scala. Code generation, completion, and suggestions Let’s examine several situations where Amazon CodeWhisperer can be useful.

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Artificial Corner

AUGUST 29, 2023

Save the python file, go in the terminal and run: beam deploy tweet.py -p "default" you should see something like this… Your default browser will open on a new tab with the app: clicking on the API button will reveal you the code and parameters required for calling the app. Select the python TAB to get the details for HTTP request.

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Unite.AI

SEPTEMBER 11, 2023

Agile Development SOPs act as a meta-function here, coordinating agents to auto-generate code based on defined inputs. Steps to Locally Installing MetaGPT on Your System NPM, Python Installation Check & Install NPM : First things first, ensure NPM is installed on your system. The data indicated an average cost of just $1.09

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Mlearning.ai

FEBRUARY 17, 2023

In this article, I will share my experience with MLflow with code in Python that you can adapt to your case. Model training is completed but you don’t know how to implement the model in the real world. It is recommended to create a new python environment for MLflow using Anaconda. Contents of this article What is MLflow?

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AWS Machine Learning Blog

APRIL 25, 2024

The added benefit of asynchronous inference is the cost savings by auto scaling the instance count to zero when there are no requests to process. PyAnnote is an open source toolkit written in Python for speaker diarization. Prerequisites Complete the following prerequisites: Create a SageMaker domain.

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