Mlearning.ai

MAY 16, 2023

Conclusions In this post, I discussed how to integrate the C++ code with the NCNN inference engine into Android for model deployment on the mobile phone. The complete implementation of the code deployment into Android is available from the Github.

Neural Network 98

Neural Network Convolutional Neural Networks Inference Engine Deep Learning 98

Mlearning.ai

JULY 9, 2023

Creating a new Space on HuggingFace A “Space” on HuggingFace is a hosting environment that can be used to host your ML app. LLM from a CPU-Optimized (GGML) format: LLaMA.cpp is a C++ library that provides a high-performance inference engine for large language models (LLMs).

Large Language Models 52

Large Language Models LLM Python Auto-complete 52

deepsense.ai

APRIL 25, 2024

Tech Stack Tech Stack Below, we provide a quick overview of the project, divided into research and inference sites. Methods and Tools Let’s start with the inference engine for the Small Language Model. While we haven’t tested it as an inference engine, it could interest those looking to utilize Gemma models.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Inference Engine LLM 52

Mlearning.ai

JUNE 2, 2023

Tim Davis He helped build, found and scale large parts of Google’s AI infrastructure at Google Brain and Core Systems from APIs ( TensorFlow ), Compilers ( XLA & MLIR ) and runtimes for server ( CPU/GPU/TPU ) and TF Lite ( Mobile/Micro/Web ), Android ML & NNAPI , large model infrastructure & OSS for billions of users and devices.

Inference Engine 52

Inference Engine Python Machine Learning Neural Network 52

AWS Machine Learning Blog

APRIL 3, 2023

The causal inference engine is deployed with Amazon SageMaker Asynchronous Inference. Causal inference Causality is all about understanding change, but how to formalize this in statistics and machine learning (ML) is not a trivial exercise. The following figure illustrates these metrics.

Inference Engine 82

Inference Engine Machine Learning Algorithm Data Scientist 82

Marktechpost

DECEMBER 23, 2023

The team has shared that PowerInfer is a GPU-CPU hybrid inference engine that makes use of this understanding. In conclusion, PowerInfer offers a significant boost in LLM inference speed, indicating its potential as a solution for advanced language model execution on desktop PCs with constrained GPU capabilities.

Large Language Models 139

Large Language Models LLM Machine Learning Inference Engine 139

Google Research AI blog

JUNE 15, 2023

Posted by Juhyun Lee and Raman Sarokin, Software Engineers, Core Systems & Experiences The proliferation of large diffusion models for image generation has led to a significant increase in model size and inference workloads. Ultimately, our primary objective is to reduce the overall latency of the ML inference.

Inference Engine 92

Inference Engine ML Software Engineer Algorithm 92

Marktechpost

SEPTEMBER 1, 2023

By leveraging DeciCoder alongside Infery LLM, a dedicated inference engine, users unlock the power of significantly higher throughput – a staggering 3.5 Through the synergy of AutoNAC , Grouped Query Attention, and dedicated inference engines, it brings forth a high-performing and environmentally conscious model.

Large Language Models 110

Large Language Models Inference Engine LLM Automation 110

Marktechpost

AUGUST 25, 2023

By leveraging DeciCoder alongside Infery LLM, a dedicated inference engine, users unlock the power of significantly higher throughput – a staggering 3.5 Through the synergy of AutoNAC , Grouped Query Attention, and dedicated inference engines, it brings forth a high-performing and environmentally conscious model.

Large Language Models 98

Large Language Models Inference Engine LLM Automation 98

Towards AI

JULY 19, 2023

The Continuing Story of Neural Magic Around New Year’s time, I pondered about the upcoming sparsity adoption and its consequences on inference w/r/t ML models. DeepSparse: a CPU inference engine for sparse models. Sparsify: a UI interface to optimize deep neural networks for better inference performance.

NLP 95

NLP Neural Network Natural Language Processing Computer Vision 95

Marktechpost

FEBRUARY 26, 2024

Join our 38k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. The post Researchers from the University of Washington Introduce Fiddler: A Resource-Efficient Inference Engine for LLMs with CPU-GPU Orchestration appeared first on MarkTechPost.

Inference Engine 130

Inference Engine Artificial Intelligence Artificial Intelligence AI Modeling 130

Towards AI

JULY 21, 2023

The Continuing Story of Neural Magic Around New Year’s time, I pondered about the upcoming sparsity adoption and its consequences on inference w/r/t ML models. DeepSparse: a CPU inference engine for sparse models. Sparsify: a UI interface to optimize deep neural networks for better inference performance.

NLP 52

NLP Neural Network Natural Language Processing Computer Vision 52

AWS Machine Learning Blog

AUGUST 2, 2023

amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117" cu117" ) print(f"Image going to be used is - > {inference_image_uri}") In addition to that, we need to have a serving.properties file that configures the serving properties, including the inference engine to use, the location of the model artifact, and dynamic batching.

Generative AI 68

Generative AI Computer Vision Auto-complete Inference Engine 68