Run ML inference on unplanned and spiky traffic using Amazon SageMaker multi-model endpoints
Amazon SageMaker multi-model endpoints (MMEs) are a fully managed capability of SageMaker inference that allows you to deploy thousands of ...
Tag: inference
Meet Medusa: An Efficient Machine Learning Framework to Accelerate Large Language Model (LLM) Inference with Multiple Decoding Heads
The most recent advancement in the field of artificial intelligence (ai), i.e. Large Language Models (LLM), has shown great improvement ...
Simulation-based inference for cardiovascular models
This paper was accepted into the Machine Learning and Physical Sciences workshop at NeurIPS 2023. During the last decades, hemodynamic ...
Introduction to Causal Inference with Machine Learning in Python | by Marco Peixeiro | January 2024
Discover the basic concepts and methods of causal machine learning applied in PythonPhoto by David Clode in unpackCausal inference has ...
Learning Hybrid Models for Cardiovascular Biomarker Inference
This article was accepted into the Deep Generative Models for Health workshop at NeurIPS 2023. Cardiovascular diseases (CVD) are a ...
Meet Marlin: an LLM FP16xINT4 inference core that can achieve near-ideal ~4x speedups up to medium batch sizes of 16 to 32 tokens
In computer science, there is a common challenge when trying to speed up the process of executing complex language models, ...
Reduce inference time for BERT models using neural architecture search and SageMaker Automated Model Tuning
In this post, we demonstrate how to use neural architecture search (NAS) based structural pruning to compress a fine-tuned BERT ...
How is causal inference different in academia and industry? | by Zijing Zhu, PhD | January 2024
Photo by Element5Digital in unpackAn additional article for the series "The Book of Why"In two months we finished reading “The ...
Host the Whisper Model on Amazon SageMaker: exploring inference options
OpenAI Whisper is an advanced automatic speech recognition (ASR) model with an MIT license. ASR technology finds utility in transcription ...
How to use causal inference when A/B testing is not available | by Harry Lu | January 2024
Evaluating advertising targeting products using causal inference: Propensity score matching.Photo by Everyday technology in unpackHave you ever seen those animated ...
Recommended.
