Rafa Sanchez – Medium

Rafa Sanchez

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Google Cloud - Community

Remote to Vertex AI Workbench Instances over an IAP tunnel with VS Code

VS Code can be used as frontend with Vertex AI Workbench Instances as remote, using SSH and IAP without exposing external IP addresses

Oct 26, 2023

Remote to Vertex AI Workbench Instances over an IAP tunnel with VS Code

Oct 26, 2023

Published in
Google Cloud - Community

Generative AI — Deploy and inference of Llama 2 in Vertex AI Prediction

This post shows how to deploy a Llama 2 chat model (7B parameters) in Vertex AI Prediction with a T4 GPU.

Aug 27, 2023

Generative AI — Deploy and inference of Llama 2 in Vertex AI Prediction

Aug 27, 2023

Published in
Google Cloud - Community

Generative AI — Q&A with semantic answering on large scanned documents with Vertex AI, Chroma…

The repo shows how to make semantic question and answering over large scanned documents and pdfs, like scanned mortgages and others.

Jun 21, 2023

Generative AI — Q&A with semantic answering on large scanned documents with Vertex AI, Chroma…

Jun 21, 2023

Published in
Google Cloud - Community

Generative AI — PaLM-2 model deployment with Cloud Run

Learn how to deploy a simple Gradio app in Cloud Run that calls a PaLM-2 model

May 26, 2023

Generative AI — PaLM-2 model deployment with Cloud Run

May 26, 2023

Published in
Google Cloud - Community

Fine-tuning FLAN-T5 XXL with DeepSpeed and Vertex AI

Learn how to fine-tune a FLAN-T5 XXL model in Vertex AI, using the DeepSpeed library with 8xA100 GPUs.

Apr 11, 2023

Fine-tuning FLAN-T5 XXL with DeepSpeed and Vertex AI

Apr 11, 2023

Published in
Google Cloud - Community

Deploy Flan-T5 XXL on Vertex AI Prediction

Learn how to deploy a FLAN-T5 XXL model in Vertex AI. The model will be downloaded and embedded in the custom prediction image, and…

Mar 9, 2023

Deploy Flan-T5 XXL on Vertex AI Prediction

Mar 9, 2023

Published in
Google Cloud - Community

Finetuning Flan-T5-Base and online deployment in Vertex AI

Learn how to finetune and deploy a Flan-T5-Base model using the SAMSum dataset (summary of conversations in English) in Vertex AI

Feb 28, 2023

Finetuning Flan-T5-Base and online deployment in Vertex AI

Feb 28, 2023

Rafa Sanchez

Rafa Sanchez

I'm Rafa, Machine Learning specialist working @GoogleCloud. Ph.D. and Lecturer at the @uc3m University about IoT and on-device ML.

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