Sentence Transformer Fine-Tuning (SetFit)

In this work, we demonstrate Sentence Transformer Fine-tuning (SetFit), a simple and efficient alternative for few-shot text classification. The method is based on fine-tuning a Sentence Transformer with task-specific data and can easily be implemented with the sentence-transformers library.

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LM!=KM: Five Reasons Why Language Models Fail to Support Knowledge Model Requirements of Next-Gen AI

This post will discuss the five capabilities that make up an advanced KM and how these areas cannot be easily addressed by LMs in their present form. These capabilities are Scalability, Fidelity, Adaptability, Richness and Explainability.

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Intel Labs Enables AI Innovation with Hardware-Aware Automated Machine-Learning Tools

Intel Labs’ hardware-aware AI-based automation tools (AutoX) enable rapid adoption of AI models for different deployments to address productivity challenges. 

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Democratizing AI by Delivering Hardware Performance and Developer Productivity At Scale

In his keynote presentation from the oneAPI DevSummit for AI 2022, Wei Li, VP/GM AI & Analytics at Intel, is joined by Jean-Luc Chatelain, CTO of Accenture Applied Intelligence to launch new AI reference kits for industry-specific use cases.

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Hybrid AI Inferencing managed with Microsoft Azure Arc-Enabled Kubernetes

Azure Arc-Enabled Kubernetes enables centralized management of heterogenous and geographically separate Kubernetes clusters from Azure public cloud.

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Python* Data Science at Scale

Learn about how Intel has been working to improve performance of popular Python* libraries

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Intel Collaboration With Deci Boosts AI Performance on Intel Hardware

A collaboration between Intel Labs and Deci, a start-up company focused on deep learning development, is accelerating the journey toward more scalable AI.

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Accelerating AI Everywhere with Intel Software Solutions

Tech expert Dr. Sally Eaves discusses Accelerating AI Everywhere with Dr. Wei Li, Vice President and General Manager, AI & Analytics at Intel.

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Accelerating AI Everywhere with Software Solutions

Tech expert Dr. Sally Eaves discusses Accelerating AI Everywhere with Dr. Wei Li, Vice President and General Manager, AI & Analytics at Intel.

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Accelerating AI applications on Windows Subsystem for Linux with Intel’s iGPU and OpenVINO™ toolkit

Configure Windows system to get the most out of Intel® Integrated Graphics Processing Unit (iGPU)

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