Ivan Nardini – Medium

Ivan Nardini

him/he

Ivan Nardini
in
Google Cloud - Community

VQA #3: How to evaluate generated answers from RAG at scale on Vertex AI?

The article provides a practical solution of how to use Vertex AI pipeline to evaluate RAG generated answers at scale.

Aug 27

VQA #3: How to evaluate generated answers from RAG at scale on Vertex AI?

Aug 27

Ivan Nardini
in
Google Cloud - Community

Ray got new friends: Orchestrating Ray-based ML pipeline on Vertex AI

In this article you learn how to to use KFP and Vertex AI Pipelines to build and run a Ray-based ML pipeline.

Aug 9

Ray got new friends: Orchestrating Ray-based ML pipeline on Vertex AI

Aug 9

Ivan Nardini
in
Google Cloud - Community

Whisper Goes Wall Street: Serving Speech-to-Text with Ray Serve and Cloud Run — Part II

This article explores the integration of Ray Serve and Cloud Run for serving a fine-tuned Whisper model on Google Cloud.

Jul 26

Whisper Goes Wall Street: Serving Speech-to-Text with Ray Serve and Cloud Run — Part II

Jul 26

Ivan Nardini
in
Google Cloud - Community

The Chronicles of Llama: The new Llama 3.1 405b on Vertex AI!

This notebook shows how to get started with the new Llama 3.1 405b on Vertex AI.

Jul 23

The Chronicles of Llama: The new Llama 3.1 405b on Vertex AI!

Jul 23

Ivan Nardini
in
Google Cloud - Community

VAQ #2— How to evaluate LLMs with custom criteria using Vertex AI AutoSxS

How to evaluate and compare the performance of LLMs on custom tasks using specific evaluation criteria with Vertex AI AutoSxS

Jul 16

VAQ #2— How to evaluate LLMs with custom criteria using Vertex AI AutoSxS

Jul 16

Ivan Nardini
in
Google Cloud - Community

Whisper Goes to Wall Street: Scaling Speech-to-Text with Ray on Vertex AI — Part I

This blog explores scaling Whisper fine-tuning with Ray on Vertex AI.

Jun 25

Whisper Goes to Wall Street: Scaling Speech-to-Text with Ray on Vertex AI — Part I

Jun 25

Ivan Nardini
in
Google Cloud - Community

Level Up your RAG: Tuning Embeddings on Vertex AI

In this article, you will learn how to tune the textembedding-gecko text embedding model for adapting to your retrieval-specific domain…

Apr 29

Level Up your RAG: Tuning Embeddings on Vertex AI

Apr 29

Ivan Nardini
in
Google Cloud - Community

Beyond recall: Evaluating Gemini with Vertex AI Auto SxS

Evaluating large language models (LLMs) remains a challenging task. One reason is the lack of comprehensive metrics that capture the…

Feb 9

Beyond recall: Evaluating Gemini with Vertex AI Auto SxS

Feb 9

Ivan Nardini
in
Google Cloud - Community

Deploy, Don’t Delay: Streamlining model deployment with Vertex AI Deployer

This article provides an overview on how to use Cloud Deploy with Vertex AI for model deployment.

Jan 15

Deploy, Don’t Delay: Streamlining model deployment with Vertex AI Deployer

Jan 15

Ivan Nardini
in
Google Cloud - Community

Is it Pop or Rock? Classify songs with Hugging Face 🤗 and Ray on Vertex AI

The article covers how it is possible to fine-tune an audio classification model using HuggingFace and Ray on Vertex AI.

Jan 9

Is it Pop or Rock? Classify songs with Hugging Face 🤗 and Ray on Vertex AI

Jan 9

Ivan Nardini

Ivan Nardini

him/he

Developer relations engineer at @GoogleCloud who is passionate with Machine Learning Engineering. The Lead of MLOps.community’s Engineering Lab.

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