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 ...
Tag: inference
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 ...
Inference Llama 2 models with real-time response streaming using Amazon SageMaker
With the rapid adoption of generative ai applications, there is a need for these applications to respond in time to ...
Researchers at the National University of Singapore developed an innovative RMIA (robust membership inference attack) technique to improve privacy risk analysis in machine learning
Privacy in machine learning models has become a critical concern due to membership inference attacks (MIA). These attacks measure whether ...
Meet PowerInfer: A fast large language model (LLM) on a single consumer GPU that accelerates machine learning model inference by 11x
Generative large language models (LLMs) are well known for their remarkable performance in a variety of tasks, including complex natural ...
Scale foundation model inference to hundreds of models with Amazon SageMaker – Part 1
As democratization of foundation models (FMs) becomes more prevalent and demand for ai-augmented services increases, software as a service (SaaS) ...
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