Red Samurai Consulting

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Red Samurai Consulting

Hands-on Experts for Machine Learning, Oracle Cloud, Oracle Fusion Middleware, ADF, JET, JDeveloper

Red Samurai Consulting is focusing on Oracle Cloud, Oracle Fusion Middleware and Oracle SOA/BPM technologies. Primary goal is to help customers to benefit from Oracle Fusion by providing technical hands-on consulting and training. Red Samurai provides services for architecture development, technical issues solving, audit, mentoring and leading developers in Oracle Fusion projects.

20/03/2022

Get Receipt Data with Hugging Face ML Model 🚀 I explain how to run inference task with fine-tuned LayoutLMv2 model from Hugging Face API and classify OCR'ed data. Result - class labels assigned to each input.

This tutorial is about how to use fine-tuned Hugging Face model to extract data from scanned receipt documents. We are executing inference action - passing r...

13/03/2022

Fine-Tuning with Hugging Face Trainer. Check out my video tutorial to learn how you can improve and simplify ML model fine-tuning workflow with Hugging Face Trainer. This API is very well defined.

In this tutorial I explain how I was using Hugging Face Trainer with PyTorch to fine-tune LayoutLMv2 model for data extraction from the documents (based on C...

06/03/2022

Hugging FaceDatasets library provides a useful API to work with data for ML model fine tuning. It allows you to load and process any external datasets with your own Python class.

Hugging Face Datasets library provides a useful API to work with data for ML model fine tuning. It allows you to load and process any external datasets with ...

20/02/2022

How To Evaluate Hugging Face Saved Model. Story: Hugging Face model is fine-tuned on Colab GPU, downloaded to your machine and you want to evaluate it. I explain what data should be pickled when fine-tuning and reused later.

You fine-tuned Hugging Face model on Colab GPU and want to evaluate it locally? I explain how to avoid the mistake with labels mapping array. The same labels...

13/02/2022

Development Workflow with Hugging Face Transformer Model. I explain how to combine Hugging Face model fine-tuning on Google Colab GPU with app development on a local machine using Docker and PyCharm.

This tutorial explains how I do app development with Hugging Face Transformer model. Typically the flow involves model fine-tuning on Colab GPU. Fine-tuned m...

06/02/2022

What is Blockchain? In my new tutorial, I explain it in a simple and structured way, using a practical example.

There is a lot of buzz around blockchain, Web3 and crypto. When studying blockchain concepts I found this demo app, it was very useful to me. This app demons...

01/02/2022

Ethereum Test ETH for Web3/Blockchain Development. My first tutorial about , and . I explain and show what I learned about test Ethereum tokens suitable for Blockchain development.

This is my first tutorial about Web3 and Ethereum Blockchain. I explain how to get test Ethereum token, review your wallet on Metamask and transfer tokens be...

23/01/2022

Hugging Face Gradio App on Docker. In this tutorial, I explain and show how to run Hugging Face model with Gradio UI on Docker.

This quick tutorial is to explain and show how to run Hugging Face model with Gradio UI on Docker. Enjoy! :-)TableQuery model:https://www.youtube.com/watch?v...

15/01/2022

Running Hugging Face Hugging face Model with PyCharm and Docker

My new video tutorial, where I explain how to run Hugging Face model locally with PyCharm remote interpreter in container.

This tutorial explains how to run Hugging Face LayoutLM model locally with PyCharm remote interpreter. This is cool, because a remote interpreter allows you ...

09/01/2022

Table Query with Hugging Face. This YouTube tutorial explains how to query CSV data with TAPAS model from Hugging Face.

Yes, you can do a search through a table data with Hugging Face model called TAPAS. I show how it works with sample CSV and example queries. The app runs on ...

02/01/2022

Hugging Face Gradio Python UI and CSV Processing. In this tutorial, I explain how to process CSV files in Gradio. You can run Gradio UI in Hugging Face Spaces. I share a hint on how to read error message text.

Explaining how to process CSV file uploaded through Gradio UI in Python. Gradio is part of Hugging Face. You will also learn how to define inputs and outputs...

26/12/2021

Hugging Face Gradio Python UI for ML apps Hugging face. I explain my experience with Gradio, simple and straightforward generated UI for apps. It took me 1.5 hour to learn it :)

I dive into Gradio UI with Python, which is now part of Hugging Face. This is a very cool and simple to use library, it helps to build UI for ML models quick...

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