AssemblyAI

JULY 8, 2024

Before you start To complete this tutorial, you'll need: An upgraded AssemblyAI account A DeepL API account. It returns metadata about the submitted transcription, from which the ID is used to set the ID of the Job. You'll then use DeepL to translate the subtitles into different languages.

Auto-complete 147

Auto-complete Metadata Chatbots 147

AWS Machine Learning Blog

MAY 17, 2023

You can use large language models (LLMs), more specifically, for tasks including summarization, metadata extraction, and question answering. SageMaker endpoints are fully managed and support multiple hosting options and auto scaling. Complete the following steps: On the Amazon S3 console, choose Buckets in the navigation pane.

Large Language Models 84

Large Language Models Auto-complete ML Generative AI 84

The MLOps Blog

JUNE 27, 2023

When thinking about a tool for metadata storage and management, you should consider: General business-related items : Pricing model, security, and support. Flexibility, speed, and accessibility : can you customize the metadata structure? Can you see the complete model lineage with data/models/experiments used downstream?

Machine Learning 134

Machine Learning Metadata Data Scientist Data Quality 134

AWS Machine Learning Blog

SEPTEMBER 24, 2024

Complete the following steps to set up your knowledge base: Sign in to your AWS account, then choose Launch Stack to deploy the CloudFormation template: Provide a stack name, for example contact-center-kb. This is where the content for the demo solution will be stored. For the demo solution, choose the default ( Claude V3 Sonnet ).

Generative AI 97

Generative AI Auto-complete LLM Natural Language Processing 97

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. All other columns in the dataset are optional and can be used to include additional time-series related information or metadata about each item.

Machine Learning 92

Machine Learning Auto-complete Auto-classification Metadata 92

The MLOps Blog

JANUARY 19, 2024

<pre class =" hljs " style =" display : block; overflow-x: auto; padding: 0.5 <pre class =" hljs " style =" display : block; overflow-x: auto; padding: 0.5 Here’s the complete code: import evaluate import torch from tqdm.auto import tqdm import numpy as np def get_logits_and_labels (sample_, max_new_tokens) : sample = sample_.copy()

LLM 52

LLM Auto-complete Large Language Models Natural Language Processing 52

AWS Machine Learning Blog

FEBRUARY 19, 2024

As a result, an initial invocation to a model might see higher inference latency than the subsequent inferences, which are completed with low latency. To take advantage of automated model scaling in SageMaker, make sure you have instance auto scaling set up to provision additional instance capacity.

ML 117

ML Auto-complete Deep Learning Machine Learning 117