Remove 2023 Remove Benchmark Remove Scripts
article thumbnail

Unlocking Innovation: AWS and Anthropic push the boundaries of generative AI together

AWS Machine Learning

In just a few short months since Amazon Bedrock became generally available on September 28, 2023, more than 10K customers have been using it to deliver, and many of them are using Claude. Media organizations can generate image captions or video scripts automatically.

Benchmark 145
article thumbnail

Boost inference performance for LLMs with new Amazon SageMaker containers

AWS Machine Learning

In this post, we dive deep into the new features with the latest release of LMI DLCs, discuss performance benchmarks, and outline the steps required to deploy LLMs with LMI DLCs to maximize performance and reduce costs. TensorRT LLM is an open-source library released by NVIDIA in October 2023. to the previous version (0.23.0).

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Scaling Large Language Model (LLM) training with Amazon EC2 Trn1 UltraClusters

AWS Machine Learning

Briefly, this is made possible by an installation script specified by CustomActions in the YAML file used for creating the ParallelCluster (see Create ParallelCluster ). You can invoke neuron-top during the training script run to inspect NeuronCore utilization at each node. Complete instructions can be found on GitHub.

Scripts 100
article thumbnail

New technical deep dive course: Generative AI Foundations on AWS

AWS Machine Learning

We’ll cover fine-tuning your foundation models, evaluating recent techniques, and understanding how to run these with your scripts and models. We’ll cover preparing training datasets at scale on AWS, including picking the right instances and storage techniques. Want to jump right into the code?

Scripts 97
article thumbnail

Generating fashion product descriptions by fine-tuning a vision-language model with SageMaker and Amazon Bedrock

AWS Machine Learning

SageMaker starts and manages all of the necessary Amazon Elastic Compute Cloud (Amazon EC2) instances for us, supplies the appropriate Hugging Face container, uploads the specified scripts, and downloads data from our S3 bucket to the container to /opt/ml/input/data. We prepared entrypoint_vqa_finetuning.py bedrock = boto3.client(service_name='bedrock-runtime',

Scripts 134
article thumbnail

Scalable training platform with Amazon SageMaker HyperPod for innovation: a video generation case study

AWS Machine Learning

Amazon SageMaker HyperPod, introduced during re:Invent 2023, is a purpose-built infrastructure designed to address the challenges of large-scale training. Customizable environment – SageMaker HyperPod offers the flexibility to customize your cluster environment using lifecycle scripts.

Scripts 118
article thumbnail

Top 10 Aircall Alternatives & Competitors in 2023

JustCall

This article explores ten such Aircall alternatives leading the telephony and virtual call center space in 2023. Provides additional features like calendar management and benchmarking. Call monitoring and scripting are possible with 8×8. The post Top 10 Aircall Alternatives & Competitors in 2023 appeared first on.