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Click to Follow andrejusb

Andrej Baranovskij

@andrejusb

ML/Python/JavaScript/Oracle Developer

Founder

Video youtube.com/@AndrejBaranov

GitHub github.com/katanaml

EntrepreneurKatana ML

katanaml.ioJoined March 2010

3,933 Followers

Andrej Baranovskij’s Tweets

Pinned Tweet

Andrej Baranovskij

We launched Katana ML katanaml.io in 2018 and now it is time to update the website, to explain where we are now and what we do with #MachineLearning, #MLOps, and #opensource 🚀🚀🚀

Quote Tweet

We have a new website - katanaml.io It explains what we do with ML in a simple and straightforward way. It is featuring our open source product Skipper, we are using it to run #MLOps. #MachineLearning #MLOps

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Andrej Baranovskij Retweeted

Julien Chaumond

NVIDIA A100 GPUs are now available on

Spaces, at those competitive prices= 🔥🔥🔥 • USD 4.13/hour in self-serve • lower prices for Enterprise customers Spaces will expose more cool hardware for ML in the coming months, ping us if you have specific needs 🙏

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Andrej Baranovskij

Received very motivating comments for my last video - youtube.com/watch?v=ypLHiJ 🙏

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Andrej Baranovskij Retweeted

We’re developing a new tool to help distinguish between AI-written and human-written text. We’re releasing an initial version to collect feedback and hope to share improved methods in the future.

New AI classifier for indicating AI-written text

We’re launching a classifier trained to distinguish between AI-written and human-written text. We’ve trained a classifier to distinguish between text written by a human and text written by AIs from a...

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Andrej Baranovskij

Preparing Dataset for Donut Fine-Tuning (Document AI) I explain the dataset I will be using to fine-tune Donut model. I show how PDFs are converted to image files for further processing and OCR data extraction. 📺 Part 1 video: youtu.be/ypLHiJr_f24 #Python #DocumentAI

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Andrej Baranovskij Retweeted

@ClementDelangue

If you're a software engineer or new to AI, these guides done by

and the community are AMAZING! huggingface.co/tasks

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Andrej Baranovskij Retweeted

What is this JET Core Pack? I've posted a quick article to help answer what it is, why we built it, and how you can learn more about it. linkedin.com/pulse/oracle-j #oraclejet

Oracle JET Core Pack

With release 14 of the Oracle JavaScript Extension Toolkit (JET) comes the first look at the new set of JET Core Pack UI components (Core Pack components). Core Pack components represent the future...

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@ClementDelangue

People don't talk about it much but

is one of my favorite applications of generative AI. Bigger than most companies out there both in usage & revenue,

customer for a few years now & with a very positive impact on the world! I use it everyday.

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Andrej Baranovskij Retweeted

Made a new video: understanding how a Transformer works, at training time vs. inference time. 🔥 I explain in detail how autoregressive generation works, and explain the difference with "teacher forcing", used during training.

How a Transformer works at inference vs training time

I made this video to illustrate the difference between how a Transformer is used at inference time (i.e. when generating text) vs. how a Transformer is train...

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Andrej Baranovskij

How To Fine-tune Donut Model Donut is an awesome Document AI model to extract data from docs. I share my experiences in fine-tuning the model, with CORD dataset, based on example from Transformers Tutorials. 📺 Complete video: youtu.be/qKFk2kwyp4o

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Andrej Karpathy

🔥 New (1h56m) video lecture: "Let's build GPT: from scratch, in code, spelled out." youtube.com/watch?v=kCc8Fm We build and train a Transformer following the "Attention Is All You Need" paper in the language modeling setting and end up with the core of nanoGPT.

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Andrej Baranovskij Retweeted

Accelerate just surpassed 10 million downloads!🤯🤯🤯 Whether used to train on large compute or deployed on small compute,🤗Accelerate is everywhere!🥳 Learn more at hf.co/docs/accelerate

Hugging Face Accelerate has hit 10,376,700 total downloads for the package, quite a large milestone!

read image description

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Andrej Baranovskij

Finetuned Donut model with CORD dataset, based on

tutorial. It took 6.5 hours to run finetuning on Colab Pro+ GPU (A100-SXM4-40GB). Accuracy: 0.901198895445646. Shared model on

hub: huggingface.co/katanaml/donut

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Julien Chaumond

96GB of unified memory, 38 GPU cores, new Neural engine... 😎 meanwhile, framework support is improving. Apple Silicon is starting to be a legitimate (albeit expensive) ML machine 🔥

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Andrej Baranovskij Retweeted

We're excited to announce that Oracle JET v14 is now available. Checkout the Release Notes oracle.com/webfolder/tech for more details. We'll be talking more about the new Core Pack in the coming weeks as well.

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Andrej Baranovskij

I finetuned (with SROIE dataset) Donut ML model on Colab Pro GPU instance with a high RAM shape. Donut is memory hungry, especially during the data preparation step. #DocumentAI Finetuned model:

katanaml/donut-base-sroie · Hugging Face

Andrej Baranovskij Retweeted

Announcing our open source collaboration with

! 🚀 75+ #PaddleNLP models already on the

Hub 🔥 More awesome #PaddlePaddle models across text, image, audio, video and multi-modalities in the works! Learn more at

Welcome PaddlePaddle to the Hugging Face Hub

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@ClementDelangue

What do you want more of from

in 2023?

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Andrej Baranovskij

Donut 🍩 - ChatGPT for Document AI I talk about Donut (Document Understanding Transformer) and explain why I think it is like #ChatGPT, but for the docs. Donut demos are available on

Spaces 📽️youtu.be/2-Gi-2srIPE #Python #MachineLearning

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Andrej Baranovskij Retweeted

⚡️So happy that by the grace of the Almighty,

channel has hit 20K Subs. 🚀I'd love to thank each and everyone who supported me in this 🙏🏽 🤑Given many asked ways to support, I've setup: Patreon - patreon.com/1littlecoder/ Ko-fi - ko-fi.com/1littlecoder Thank U!

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Andrej Baranovskij

Best Platform for Python Apps Deployment - Hugging Face Spaces with Docker I explain how to deploy Streamlit/Python app wrapped into Docker container on Spaces. Also I talk about why I prefer this platform for Python deployment. 📺 youtu.be/DQjze1SlYd4

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So you thought you knew all the crazy nice charts you can build with

and

? Here's a Streamlit app to discover them, with... as a bonus... the latest 𝚝𝚑𝚎𝚖𝚎="𝚜𝚝𝚛𝚎𝚊𝚖𝚕𝚒𝚝" 🍭 Play with it at plotly.streamlit.app

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Andrej Baranovskij Retweeted

JetBrains PyCharm

PyCharm 2022.3.1 Release Candidate is available with a fix for the excessive usage of disk space. 🔧 👾 Check out other important improvements and update here:

blog.jetbrains.com

The PyCharm 2022.3.1 Release Candidate is out! | The PyCharm Blog

This build contains important bug fixes for PyCharm 2022.3. Look through the list of improvements and update to the latest version for a better experience.

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⬢ Samuel Colvin

Some exciting news! I'll be giving a keynote at

in May, talking about

and building #python extensions with #rust. 📣📣📣

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PyCon Lithuania

Looking forward!

Quote Tweet

⬢ Samuel Colvin

Some exciting news! I'll be giving a keynote at @PyConLT in May, talking about @pydantic and building #python extensions with #rust.

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Andrej Baranovskij

Deployed my

#Python app on

SDK. It is excellent, I'm using Python 3.11, the latest Streamlit in Docker container. It comes with free HTTPS access and content compression with gzip. 🎬App katanaml-org-sparrow-ui.hf.space 🛰️ Space huggingface.co/spaces/katanam

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Julien Chaumond

✅ Just added support for arbitrary Docker images Just use `sdk: docker`

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A new model has been added for Christmas in

transformers! 🎄 With BLIP from Salesforce you can perform 1- Visual question answering 2- Image captioning (with and without context) 3- Image-text retrieval Here are some cool demos you can build easily with this model 🧵

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JetBrains PyCharm

Replying to

Hi Darren, you are right! Sorry for that! Last week we released the 2022.3.1 release candidate that fixes this issue. You can update PyCharm via the link below. Or wait till 2022.3.1 minor release which will be out very soon. bit.ly/3WcGGk9

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Be warned: the latest version of

has a slight issue - it writes a 900GB JSON file to your disk. I discovered this when I couldn't save a 20MB video earlier because I had no disk space left 🙃

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🚨 Release 1.16.0 Introducing a new Streamlit theme for Altair and Plotly charts! 📖 Read more: blog.streamlit.io/a-new-streamli 🎈 More info in the thread below 👇 #charts #dataviz #design (1/4)

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Sebastián Ramírez

💰 Apparently, on average,

pays more than: Flask Node.js Next.js Angular Vue.js Django Express Nuxt.js Laravel survey.stackoverflow.co/2022/#top-payi

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Sebastián Ramírez

❤️ People seem to love

more than: Node.js Nuxt.js Vue.js Express Ruby on Rails Laravel Django Angular Symfony Flask Gatsby Drupal survey.stackoverflow.co/2022/#section-

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Sebastián Ramírez

The

developer survey results came out. 📊 survey.stackoverflow.co/2022/ I found some reasons why someone would want to learn or work using

in the next months/year. 😅🤓👇

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Andrej Baranovskij

File Upload/Download in Streamlit/Python I explain how to clear up

upload file widget UI state after the file was uploaded and how to download JSON file. 📺 youtu.be/awsjo_1tqIM 🦀 github.com/katanaml/sparr #Python

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Andrej Baranovskij

So cool. Literally this week I was thinking when to run my ML infra apps, now I can do this on

spaces 🔥

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Docker Support for HF Spaces is now available

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Andrej Baranovskij Retweeted

Chanin Nantasenamat

Got

apps lying around and want to share with the world? Check out this full tutorial 👇 twitter.com/streamlit/stat

This Tweet is unavailable.

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Chanin Nantasenamat

#Python Projects for the Holiday Build a

App for Converting Video to Animated Image 🎬 Video youtu.be/OQv1jnw9_5s 🕹️ Demo App animated-gif.streamlit.app 🐙 Code github.com/dataprofessor/

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Andrej Baranovskij Retweeted

This changes everything: Run Spaces with Elixir Phoenix? Dash apps? FastAPI demos? Shiny? The limit is your imagination 🎨 Read more:

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Andrej Baranovskij Retweeted

🐳 Docker Support for HF Spaces is now available 🔥

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