Obtain ~2x speed-up in LLM inference with Medusa-1 on Amazon SageMaker AI
This weblog put up is co-written with Moran Beladev, Manos Stergiadis, and Ilya Gusev from Reserving.com. Massive language fashions (LLMs) ...
Tag: Inference
Optimizing AI responsiveness: A sensible information to Amazon Bedrock latency-optimized inference
In manufacturing generative AI functions, responsiveness is simply as essential because the intelligence behind the mannequin. Whether or not it’s ...
Create a SageMaker inference endpoint with customized mannequin & prolonged container
Amazon SageMaker supplies a seamless expertise for constructing, coaching, and deploying machine studying (ML) fashions at scale. Though SageMaker gives ...
Unlock cost-effective AI inference utilizing Amazon Bedrock serverless capabilities with an Amazon SageMaker educated mannequin
On this put up, I’ll present you the best way to use Amazon Bedrock—with its totally managed, on-demand API—along with ...
Combining Massive and Small LLMs to Enhance Inference Time and High quality | by Richa Gadgil | Dec, 2024
Implementing Speculative and Contrastive DecodingMassive Language fashions are comprised of billions of parameters (weights). For every phrase it generates, the ...
Velocity up your AI inference workloads with new NVIDIA-powered capabilities in Amazon SageMaker
This put up is co-written with Abhishek Sawarkar, Eliuth Triana, Jiahong Liu and Kshitiz Gupta from NVIDIA. At re:Invent 2024, ...
Simply deploy and handle a whole bunch of LoRA adapters with SageMaker environment friendly multi-adapter inference
The brand new environment friendly multi-adapter inference characteristic of Amazon SageMaker unlocks thrilling potentialities for purchasers utilizing fine-tuned fashions. This ...
Amazon SageMaker Inference now helps G6e situations
Because the demand for generative AI continues to develop, builders and enterprises search extra versatile, cost-effective, and highly effective accelerators ...
Utilizing accountable AI rules with Amazon Bedrock Batch Inference
Amazon Bedrock is a totally managed service that gives a alternative of high-performing basis fashions (FMs) from main AI corporations ...
Tremendous-tune Meta Llama 3.2 textual content technology fashions for generative AI inference utilizing Amazon SageMaker JumpStart
Generative AI fashions have seen super development, providing cutting-edge options for textual content technology, summarization, code technology, and query answering. ...
