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Valeriy Khakhutskyy

Principal Software Engineer I | ML - Core

Articles by Valeriy Khakhutskyy
ML Research

Is your ML job's datafeed losing a race it cannot win?

Learn how switching from scroll-based to aggregation-based datafeeds optimizes machine learning jobs for large-scale deployments.

Valeriy Khakhutskyy
AI

How to set up LocalAI for GPU-powered text embeddings in air-gapped environments

With LocalAI, you can compute text embeddings in air-gapped systems. GPU support is available. Here's how to set up LocalAI to compute embeddings for your data.

Valeriy Khakhutskyy
ML Research

Improving information retrieval in the Elastic Stack: Optimizing retrieval with ELSER v2

Learn how we are reducing the retrieval costs of the Learned Sparse EncodeR (ELSER) v2.

Thomas Veasey
ML Research

Improving information retrieval in the Elastic Stack: Improved inference performance with ELSER v2

Learn about the improvements we've made to the inference performance of ELSER v2, achieving a 60% to 120% speed increase over ELSER v1.

Thomas Veasey