Excited to announce to my friends and the community that I’ll be starting as Microsoft’s first
@azureadvocates
in Israel. This position offers a unique opportunity to advocate on behalf of the thriving Israeli Tech ecosystems.
It's pretty awesome how easily the 1.2 release of
@PyTorchLightnin
enables you to iteratively apply the lottery ticket hypothesis to your
#PyTorch
models.
Created with
@carbon_app
Today is my last day at
#Microsoft
after 7 transformative years! As I transition to the next chapter (more on that next week), I want to share my learnings and say thanks to everyone I had the chance to learn from and work with during this journey.
I'm joining
@gridai_
as Head of Developer Advocacy! Look forward to having the chance to bring new value to the AI/ML and
@PyTorchLightnin
community. Read more about it here:
The
@PyTorchLightnin
team just put out a new post on how to get started with active learning using Flash and BaaL to train your models more accurately with less data. Check it out!
Rich a Python library for rich text and beautiful formatting in the terminal!
Rich can also render pretty tables, progress bars, markdown, syntax highlighted source code, tracebacks, and more — out of the box.
@willmcgugan
⚡Excited to share that
@PyTorchLightnin
Flash now supports Finetuning and Prediction of Semantic Segmentation with built-in
@kornia_foss
Transform Support and Visualization Callbacks for debugging.⚡
People often ask me how to optimize
@PyTorch
code for optimizing edge deployment. This is one of the most honest primers I've seen on the subject. Check out the first post in
@ThomasViehmann
's new series to learn more.
While everyone is going nuts over stable diffusion demos on Spaces. This
@huggingface
space of QA Sem that provides a comprehensive semi-structured representation of sentence meaning is one of the most underrated spaces I've seen in a long time.
Hamas Official Ghazi Hamad: We Will Repeat the October 7 Attack Time and Again Until Israel Is Annihilated; We Are Victims - Everything We Do Is Justified
#Hamas
#Gaza
#Palestinians
@OzKaterji
No respectable voice in Israel is calling for ethnic cleansing of Gaza only for the unconditional surrender of Hamas and the return of our hostages. The two are not the same.
Loving the new
@PyTorchLightnin
Flash documentation with integrated examples for over 14+ Deep Learning Tasks and Thousands of backbones from Audio Classification to Point Cloud Embedding.
Check it out
PyTorch Lightning trick of the day you can start up TensorBoard and track your metrics in Real-Time directly from a Jupyter/Collab notebook.
Check out a full example in the link below.
#PyTorch
#JupyterNotebooks
@PyTorchLightnin
@Haytham_MG
Talk about one sided narratives there is much larger movement calling for peace and coexistence within Israeli society for over 75 years but we don’t see many partners from across the aisle which leads to this voice being constantly undermined by all sides
⚡️📣Excited to announce that
@PyTorchLightnin
Flash supports FineTuning of the new
@facebookai
Dino self-supervised backbones for Computer Vision Tasks.⚡️
Docs:
Repo:
Dino Repo:
Here’s our new computer vision system achieving state of the art results in image segmentation, without needing any labeled training data. This new model was trained on random, unlabeled data, but quickly achieved state-of-the-art results. It’s awesome.
Since the post on DevOps resources was well received, I was asked to provide a list of recommended resources for Machine Learning on Azure. I will make an effort to keep this list updated new developments emerge.
@azureadvocates
@machinelearnflx
@OzKaterji
Agreed and pressure should be placed on Hamas by Qatar to designate civilian sections of Gaza where they will not fire from to protect its citizens. If they do that countless Palestinian lives will be saved as Israel is not explicitly targeting civilians.
@emilymbender
Can you also sign this letter from
@yoavgo
? Many members of the
#NLProc
community are feeling unsafe and unsupported from the lack of moral clarity of ACL leadership on this subject.
Hello colleagues and fellows. Over the past few days I was shocked to learn that people in our community don't share what I consider to be basic human values. Please help me restore faith in our community by signing this.
@saribashi
@OzKaterji
@NewYorker
I wholeheartedly agree luckily Israel is not targeting civilians if it were there would be no civilians left in Gaza. Instead Israel is targeting Hamas who is still firing from civilian centers which Sari does not condemn in her interview.
These seem to be in vouge so inspired by the incredible
@DynamicWebPaige
here is a visualization tribute to all the contributors to the
@PyTorchLightnin
!
Had an amazing time sharing production ML best practices at the
@__MLT__
meetup at
#AzureBaseDKY
was great meeting everyone and look forward to keeping touch!
Wrote a new notebook with a bunch of self contained getting started demos for my favorite NLP Tools of 2019 keep an eye out a post is coming soon
@ML_NLP
@azureadvocates
@shashj
@potkazar
No respectable voice in Israel is calling for ethnic cleansing of Gaza only for the unconditional surrender of Hamas and the return of our hostages. The two are not the same.
⚡⚡⚡Really excited to announce that
@PyTorchLightnin
Flash now supports fine-tuning UNet from bolts and DeeplabV3 and LRASPP from torchvision. backbones for Semantic Segmentation thanks to amazing work by
@ethanwharris
.⚡⚡⚡
Repo:
🚀 ⚡️
Deepspeed? FSDP? FFCV? XYZK? what do they all mean and how can you use all of them to speed up your model training?
All amazing techniques developed by world-class teams and accessible via
@PyTorchLightnin
!
Worth taking a look if you are doing production Deep Learning to double check whether changes in your tasks data distribution are impacting your models performance.
Also really love the
@PyTorchLightnin
example notebook.
We are very exited to introduce TorchDrift, our data and concept drift library for
@PyTorch
. It lets you monitor your PyTorch models to see if they operate within spec.
Made with ❤️ by
@orobix
and MathInf.
Tutorials and Documentation at
The Lightning framework is a great companion to PyTorch. The lightweight wrapper can help organize your PyTorch code into modules, and it provides useful functions for common tasks. See how easy it is to start training models with Lightning on TPUs ↓
A few years ago, Gaza received new water pipelines thanks to foreign aid.
Hamas dug up the pipelines and turned them into rockets that they later fired at Israel
Excited to be representing
@PyTorchLightnin
at the
@PyTorch
Ecosystem Day on Wednesday! Look forward to showing how to reduce Deep Learning boilerplate with our latest features!
Repo:
Docs:
Site:
@mehdirhasan
@JoyAnnReid
You’ve gotten the answer to this a hundred times over and just choose to ignore it. Where is Hamas operating from? Where are the hostages being kept? Where are the rockets raining on Israel being fired from?
@Iamwaqaskhan71
@mehdirhasan
If that’s your response to the largest massacre of Jews since the holocaust that you refuse to condemn your compass is broken and so is your humanity
I noticed it didn't exist so I wrote a tutorial on how to train your first distributed
@PyTorchLightnin
Model using
#AzureML
for the
@azureadvocates
Medium Blog. Hope this helps others get more out of their deep learning experience!
The
@azureadvocates
#Israel
and
@MSFTReactor
team is launching a CFP to showcase and amplify developer content from across the Israeli Developer, StartUp and Research ecosystem. Submit your proposals here!
Microsoft’s Create Series is coming to Tel Aviv on June 18! It’s time to build your next business using machine learning, artificial intelligence, and the latest in cloud infrastructure services.
Don’t miss out- Sign up now >>
Danny Cohen’s name may not be familiar to many, but thanks to Cohen that we can make internet voice and video calls on platforms such as Skype, that we can watch YouTube videos or store data in the cloud.
@timnitGebru
You are you aren’t even trying to hide it. On October 7th you saw with your own eyes what from the river to the sea meant, though you stayed silent. Here you’re using coded language to justify ethnic cleansing and genocide of Jews.
To celebrate the recent announcement of free private repos in github here's a sneak peak of a really cool project I’ve been working on for part two of the Making Petabyte Scale Data Actionable with ADX series.
#github
#azure
#kusto
@azureadvocates
Our
#EMNLP2020
paper is out.
TL;DR We present CoRefi, a web coreference annotation suite provides guided onboarding, novel algorithm for a reviewing phase. CoRefi is open source and embeds any website, including crowdsourcing platforms.
@timnitGebru
Genocide has a definition and you devaluing when there are 6 active genocides occurring and your equating Hamas to the Palestinian people is disingenuous and disgraceful.
A few years ago, Gaza received new water pipelines thanks to foreign aid.
Hamas dug up the pipelines and turned them into rockets that they later fired at Israel
#MSFT
Open Sourced some of its best practices on pretraining and fine tuning
#BERT
on
@Azure
ML happy that I got a chance to contribute some of the pytorch code 🙂
@azureadvocates
GitHub Repo:
Blog Post
Here are my favorite NLP toolkits, I wrote an article explaining what like to use each one for and a notebook so that you can start experimenting with them.
@azureadvocates
@AzureNotebooks
#NLProc
This is incorrect no one has lost a job for criticism of Israel people have lost their jobs for glorifying Hamas׳s atrocities the two are not the same.
The Israel-Gaza war is still in its first week, but some people in the United States and around the world have lost their jobs, or have faced discipline or backlash, for their criticism of Israel.
@OzKaterji
Agreed and pressure should be placed on Hamas by Qatar to designate civilian sections of Gaza where they will not fire from to protect its citizens. If they do that countless Palestinian lives will be saved.
@Nguyentu21991
Stop spreading easily debunked propaganda it doesn’t help Palestinians or Israelis. Here is a more accurate and verifiable map of the conflict.