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 ...
Tag: inference
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) ...
Amazon EC2 DL2q Instance for Cost-Effective, High-Performance AI Inference Now Generally Available
This is a guest post by AK Roy from Qualcomm ai. Amazon Elastic Compute Cloud (Amazon EC2) DL2q instances, powered ...
PyTorchEdge Introduces ExecuTorch: Powering On-Device Inference for Mobile and Edge Devices
In an innovative move, PyTorch Edge introduced its new component, Executorch, a cutting-edge solution poised to revolutionize inference capabilities on ...
This AI research introduces flash decoding: a new FlashAttention-based AI approach to perform long-context LLM inference up to 8x faster
Large language models (LLMs), such as ChatGPT and Llama, have attracted substantial attention due to their exceptional natural language processing ...
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