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Yi Cheng

Cade Daniel

Chen Shen

Liguang Xie

In this post, we discuss the importance of speed when loading large language models and what techniques we employed to make it 20x faster. In particular, we use the Llama 2 series of models. We share how you can reduce latency and costs using the Anyscale platform.

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Loading Llama-2 70b 20x faster with Anyscale Endpoints

Eric Liang

Eric Liang headshot

Richard Liaw

Richard Liaw headshot

In this blog, we discuss continuous batching, a critical systems-level optimization that improves both throughput and latency under load for LLMs.

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Achieve 23x LLM Inference Throughput & Reduce p50 Latency

How continuous batching enables 23x throughput in LLM inference while reducing p50 latency

Clark Zinzow

Alex Wu

Jiajun Yao

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Ray Datasets for large-scale machine learning ingest and scoring

Waleed Kadous

3rdGenTasks andActors

Data Ingest in a Third-Generation ML Architecture | Anyscale

Deep Dive: Data Ingest in a Third Generation ML Architecture

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Why 3rd Generation ML Platforms are More Performant

Why Third Generation ML Platforms are More Performant

Anyscale + Astronomer

Scalable Machine Learning with Anyscale and Astronomer

Unlocking the Power of Scalable Machine Learning with Anyscale and Astronomer

At Ray Summit 2024, we brought together AI experts and practitioners to dive into the future of distributed AI and scalable machine learning.

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Ray Summit 2024: Breaking Through the AI Complexity Wall

Explore the new and improved Anyscale Workspaces. Get advanced observability features so you spend less time on busywork and more time building AI apps.

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Explore Anyscale’s New UX

Anyscale’s New User Experience: A Comprehensive Overview

With Anyscale on AWS Marketplace, you can build, scale, and optimize AI/ML and Generative AI—all within the trusted AWS cloud environment.

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Anyscale Available on AWS Marketplace

Anyscale Now Available on AWS Marketplace and Achieves Generative AI Competency

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Anyscale is the leading AI application platform. With Anyscale, developers can build, run and scale AI applications instantly.

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