Product

News

User Story

Engineering

Culture

Justin Olsson

Waleed Kadous

Human rated performance of different bill summarization

LLM-based summarization: A case study of human, Llama 2 70b and GPT-4 summarization quality

Kyle Huang

Wendi Ding

Liguang Xie

Avnish Narayan

Ricky Xu

End-to-end time

Reproducible Performance Metrics for LLM inference

factuality 373 examples

Llama 2 is about as factually accurate as GPT-4 for summaries and is 30X cheaper

Kourosh Hakhamaneshi

fine-tune-img-1

Fine tuning is for form, not facts

Aviary Explorer

Announcing Aviary: Open Source Multi-LLM Serving

numbers-cover-image

Numbers every LLM Developer should know

qna-answering-questions-with

Building a Self Hosted Question Answering Service using LangChain + Ray in 20 minutes

doc-index-starter-langchain

Building an LLM open source search engine in 100 lines using LangChain and Ray

Jun Gong

Antoni Baum

Richard Liaw

fine-tune-stack

How to fine tune and serve LLMs simply, quickly and cost effectively using Ray + DeepSpeed + HuggingFace

Eric Liang

Chen Shen

Clark Zinzow

3rdGenTasks andActors

Deep Dive: Data Ingest in a Third Generation ML Architecture

Uber Leveraging Ray

The Third Generation of Production ML Architectures

WaleedKadous345

Why I’m joining Anyscale

Explore the Anyscale Blog for expert insights, tutorials, product updates, and customer stories on Ray, AI infrastructure, distributed computing, machine learning, and LLMs.

Anyscale on Azure Enters Public Preview- Build and Deploy AI at Scale Inside Your Own Azure Tenant

Anyscale on Azure Enters Public Preview: Build and Deploy AI at Scale Inside Your Own Azure Tenant

Reimagining ML Operations with Agent Skills- a New Maturity Model for On-Call

Reimagining ML Operations with Agent Skills: a new maturity model for on-call

anyscale-llm-post-training-skill-og

Introducing the Anyscale Agent Skill for LLM Post-Training

Announcing first-party service - Anyscale on Azure

Announcing Anyscale on Azure: Build, Run and Scale AI-Native Workloads Securely on Azure Infrastructure

Ray joins PyTorch Foundation

Ray is Joining The PyTorch Foundation

20x Faster Training Data Reads with Alluxio and Ray Data- A Cross-Region Benchmark

20x Faster Training Data Reads with Alluxio and Ray Data: A Cross-Region Benchmark

This section is used to order the "Types" and "Tags" that show up for filters on the Blog Index

Types

Products / Libraries

Blog

Powered by Ray, Anyscale empowers AI builders to run and scale all ML and AI workloads on any cloud and on-prem.

anyscale-og

Anyscale

Posts by Waleed Kadous