Augmenting LLMs with RAG towardsdatascience.com Post date October 10, 2023 No Comments on Augmenting LLMs with RAG External Tags generative-ai-tools, langchain, LLM, machine-learning, sagemaker
Host Hundreds of NLP Models Utilizing SageMaker Multi-Model Endpoints Backed By GPU Instances towardsdatascience.com Post date September 22, 2023 No Comments on Host Hundreds of NLP Models Utilizing SageMaker Multi-Model Endpoints Backed By GPU Instances External Tags aws, gpu, LLM, machine-learning, sagemaker
Effective Load Balancing with Ray on Amazon SageMaker towardsdatascience.com Post date September 6, 2023 No Comments on Effective Load Balancing with Ray on Amazon SageMaker External Tags deep learning, hands-on-tutorials, optimization, pytorch, sagemaker
Zero-shot text classification with Amazon SageMaker JumpStart aws.amazon.com Post date August 11, 2023 No Comments on Zero-shot text classification with Amazon SageMaker JumpStart External Tags Amazon SageMaker, Amazon SageMaker JumpStart, Expert (400), hugging face, Natural Language Processing, sagemaker, Technical How-to, text-classification, Zero-Shot Learning
Deploying Large Language Models With HuggingFace TGI towardsdatascience.com Post date July 14, 2023 No Comments on Deploying Large Language Models With HuggingFace TGI External Tags aws, hugging face, LLM, machine-learning, sagemaker
The Three Essential Methods to Evaluate a New Language Model towardsdatascience.com Post date July 3, 2023 No Comments on The Three Essential Methods to Evaluate a New Language Model External Tags hugging face, LLM, llmops, nlp, sagemaker
CI/CD for Multi-Model Endpoints in AWS towardsdatascience.com Post date June 22, 2023 No Comments on CI/CD for Multi-Model Endpoints in AWS External Tags aws, ci-cd-pipeline, machine-learning, ml-pipeline, sagemaker
Fine-tune MPT-7B on Amazon SageMaker medium.com Post date June 20, 2023 No Comments on Fine-tune MPT-7B on Amazon SageMaker External Tags data-engineering, data-science, large-language-models, machine-learning, sagemaker
Debugging SageMaker Endpoints With Docker towardsdatascience.com Post date June 16, 2023 No Comments on Debugging SageMaker Endpoints With Docker External Tags aws, containers, docker, machine-learning, sagemaker
Deploying LLMs On Amazon SageMaker With DJL Serving towardsdatascience.com Post date June 7, 2023 No Comments on Deploying LLMs On Amazon SageMaker With DJL Serving External Tags aws, large-language-models, machine-learning, nlp, sagemaker
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