Unlock cost-effective AI inference using Amazon Bedrock's serverless capabilities with a trained model in Amazon SageMaker
In this post, I'll show you how to use amazon Bedrock, with its fully managed on-demand API, with your trained ...
Tag: inference
Researchers from NVIDIA, CMU and the University of Washington released 'FlashInfer': a kernel library that provides next-generation kernel implementations for LLM inference and serving
Large language models (LLMs) have become an integral part of modern ai applications, powering tools like chatbots and code generators. ...
Propensity score matching is the basis of causal inference | by Ari Joury, PhD | December 2024
OPINIONAnd how to start using Python.Can training programs generate more economic prosperity? Image generated with Leonardo aiMuch of contemporary data ...
Accelerate LLM inference on NVIDIA GPUs with ReDrafter
Accelerating LLM inference is an important ML research problem, since generating autoregressive tokens is computationally expensive and relatively slow, and ...
LLM CPU-GPU I/O-Aware inference reduces latency on GPUs by optimizing CPU-GPU interactions
LLMs are driving important advances in research and development today. There has been a significant shift in research objectives and ...
Combining large and small LLMs to increase inference time and quality | by Richa Gadgil | December 2024
Implementation of speculative and contrastive decodingLarge language models are composed of billions of parameters (weights). For each word it generates, ...
Advancing Medical AI: Evaluating OpenAI's o1 Preview Model and Optimizing Inference Strategies
Medprompt, a runtime steering strategy, demonstrates the potential to guide general-purpose LLMs to achieve cutting-edge performance in specialized domains such ...
Unlock cost savings with the new scale down to zero feature in SageMaker Inference
Today at AWS re:Invent 2024, we are excited to announce a new feature for amazon SageMaker inference endpoints: the ability ...
Speed up your AI inference workloads with new NVIDIA-powered capabilities in Amazon SageMaker
This post is co-written with Abhishek Sawarkar, Eliuth Triana, Jiahong Liu and Kshitiz Gupta from NVIDIA. At re:Invent 2024, we ...
Easily deploy and manage hundreds of LoRA adapters with SageMaker efficient multi-adapter inference
The new efficient multi-adapter inference feature of amazon SageMaker unlocks exciting possibilities for customers using fine-tuned models. This capability integrates ...
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