merve
@mervenoyann
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open-sourceress at @huggingface 🧙🏻♀️ proud mediterrenean 🍋 I do TL;DR on ML papers
Paris, France
Joined December 2019
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Pinned Tweet
how it started / how it's going
it's been 7 years and I still love working on machine learning
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all the books I accumulated 2 years ago 🫰🏼
most of them I bought myself and 3 of them were gifted by lovely authors 🥹
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For my midterm I read almost all of the Deep Learning book, until my finals (in two months) I'm writing a very comprehensive blog post that contains my notes and the TF Keras code for each architecture, how (ELI5 maths) and why they work, where to use which 🤓
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spoiler of what I’m going to release for this semester (+deep learning cheatsheets)
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Attığınız her tweet, ihbar, ve mesaj çeşitli kanallardan veri havuzuna akıp machine learning kullanılarak içinden adres ve ihtiyaçlar çekilip bu haritaya yazılıyor. Emeği geçen herkese çok teşekkür ederim, herkes dört gündür çok büyük bir özveriyle uykusuz kalarak çalıştı.
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We've built something ✨awesome✨to get you started with building ML products 🤩
🥁 Introducing: 🤗Tasks 🥁 This is our recent open-source initiative, each page contains use cases, tutorials, models and more to get you started with ML!
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@fkadev
turkiye'de her seyin kalitesinin dusmesi ve bir agirligin kalmamis olmasina cok uzuluyorum, "you wanna shoot me I'm from Turkey" diyor bir agirligi varmis
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I just released second chapter of my illustrated deep learning blog, on autoencoders
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Veri önişleme öğrenirken tuttuğum notları GitHub repo'su haline getirsem kullanan olur mu? Favlamanız yeterli.
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New release of
@huggingface
transformers includes a new pipeline called Document Question Answering ❓📄
This is a pipeline you can use to extract information from PDFs! Let's take a closer look 👀
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the best guide to anyone who would like to learn git interactively 😍
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Hello 👋🏼
I just uploaded all of my cheatsheets (there's 100+ of them!) on various topics including machine learning, data structures, statistics and more.
📔 GitHub repository:
📓 Hugging Face dataset repository:
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I'm watching a drama about start-ups and the guy just wrote something that looks like a perceptron implementation and pressed enter and it suddenly worked.. without waiting for training 😂
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I realized over weekend that
@googledevs
has a lot of good efforts to teach people machine learning & onboard them, so I'll drop here free sources 🧵
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🥁 I'll start working at
@huggingface
🤗 as a developer advocate next week to build things that'll help developers 🥁
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DINOv2 is the king for self-supervised learning in images 🦖🦕
But how does it work? I've tried to explain how it works but let's expand on it 🧶
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şimdi iki tane blog paylaşacağım, biri python’la ilgili başınız sıkıştığında size kısa video’larla kullanmanız gereken aracı açıklıyor: diğeri de veri bilimi, istatistik gibi konularda teorik bilgi ve know-how’lar içeriyor:
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2+ years of machine learning engineering and no one ever asked my diploma or master’s transcript but consulate. my employers/interviewers only asked me to solve cases (build predictive models, fine tune LMs, build chatbots, make showcases etc) best thing about working in tech 👍🏼
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100+ free Machine Learning books 📚
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New 🤗 transformers release includes a very powerful Multimodel Large Language Model (MLLM) by
@Microsoft
called KOSMOS-2! 🤩
The highlight of KOSMOS-2 is grounding, the model is *incredibly* accurate! 🌎
Play with the demo here 👉
But how does this model
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Think of an LLM that can find entities in a given image, describe the image and answers questions about it, without hallucinating ✨
Kosmos-2 released by
@Microsoft
is a very underrated model that can do that. Code snippet with transformers integration is in the next tweet 👇
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my notes on GitHub has passed 1300 stars 🥹 in case you haven't seen it, leaving the repository here 💌
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türkiye’den giden insanları para için gitmekle suçlayanlar var. bu insanların dertlerini saysanız para ilk üçe bile girmez. gidenlerin çoğu türkiye’de aynı parayı kazanıyor zaten isteyen çok güzel yaşayabilir burada.
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@magnorulv
üniversitede dört sene MUN yaptım, bilmiyorsan waterloo savaşından günümüzdeki yemen sorununa kadar tartışabilirim, şu an yapay zeka mühendisi olarak çalışıyorum ve ad hominem argumentum yapan biri olarak tartışma adabından nasibini alamamışsın
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yazılımcılara düzgün türkçe konuşmalarını söyleyen insanlar var, oldu paşam, “evrişimli sinir ağı eğitip git’te ittim” derim artık bundan sonra
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as gpu poor people we rave with colab animals while waiting for pip installs when we have caffeine rush
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there was an electricity cut for one and a half hour and I decided to live like old times ☕️📖
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I just published "My reviews on Machine Learning, Data Science and Statistics books"
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If you want to learn how to use or customize a specific type of transformer,
@NielsRogge
puts together very neat notebooks in this repository👇
I think it should have much more than 6k stars and is very underrated
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twitch kanalımda veri yapıları ve algoritmalar üstüne bir yayın serisi hazırlıyorum, türkiye'de pek yapılmadığını farkettim, bayağı heyecanlıyım 🤓
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I made a small proof-of-concept of how
@huggingface
transformers can be combined with scikit-learn classifiers on top and then later wrapped with scikit-learn pipelines
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You asked, I served, here's the notebook with explanations on each step: 🤗
challenge: can I fine-tune Gemma-2B until my flight's embarkment starts? ✨
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You can now have your own instance of any open-source LLM (yes 🤯) deployed into a hosted app with few clicks, thanks to
@huggingface
Chat UI Docker template! 💬🐳
Create your own instance of LLMs here 👉
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I've taken my time and illustrated Flash Attention algorithm and why it's more efficient than standard attention algorithm for TGI docs
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it's my first day at 🤗, you can reach out to me from merve
@huggingface
.co (very cool, I know 🤓)
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Bu aplikasyonun üstüne hala çalışıyoruz, google sheets'e AFAD'ın istediği halde post request atması kaldı.
Pipeline easyocr ve
@OpenAI
davinci üstünden çalışıyor.
@Gradio
'nun API call özelliği sayesinde görüntülerle istek atabilirsiniz.
@huggingface
'e GPU için teşekkür ederiz.
Bugun gercekten zorlu bir gun oldu, depremzedelerin sosyal medyada post olarak atilmis gorsellerin icerisinden adres bilgilerini cikarttigimiz bir uygulama gelistirdik,
@anil_ozturkk
@mervenoyann
ve discorddaki tum arkadaslara tesekkur ederim
#HelpTurkey
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How to find, shrink, adapt and deploy open-source large language models?
Here's a 10 min walkthrough on all the tools in
@huggingface
🤗 featuring transformers, PEFT, TRL, TGI, Hub, Hugging Chat and more!
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best Q-learning tutorials ever 👇🏻
TF 2.x 🧡
TF 1.x 🧡
PyTorch 🔥
Best theoretical + practical explanation ever ✨ 🤓💙
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this is very sad
He did an A/B testing on his own name to see job application return rates. 👏🖖
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Veri bilimi ve yapay zekaya nereden başlayayım? R mı Python mu? Udemy mi Coursera mı? Nasıl işe girebilirim? Bütün sorularınızın cevabı 👇🏽
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hey there, I’m proud to announce that I’ll be speaking at first ever Women in ML symposium (WiML) of
@Google
, it’s on Oct 19 🤩
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@OzanStark
ceo olmak için o kadar yetersiz ki Streisand effect nedir bir insana neden eleştiri silinmemesi için avukatla tehdit edilmemelidir müşteri neden her zaman haklıdır haberi yok
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most talented people I know of working at AI aren't CS/engineering graduates. these people are creators of most used libraries, algorithms & more.
please stop gatekeeping over titles
ps: I'm an engineering grad who's not better than most talented non-grad folk I'm working with
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Given the demand, here's the thread on deploying LLaMA 2 (or any open-source LLM of your choice!) using Hugging Face 🦙🧶
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Text-to-motion is a thing now 🤯
This demo is built as part of our community sprint where we build demos to cutting edge models, you can join us in discord here 👉
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my heart breaks every time you use closed-source APIs to analyze your documents 💔
I put together all the open-source models you can use here 📄
Check it out and stop breaking my heart ❤️🩹
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awesome spotify podcasts on ML & data science 👇🏽
@ykilcher
@bhutanisanyam1
@l2k
@weights_biases
@TDataScience
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trying to write some natural language inputs and letting AI turn it into code reminded me of this:
Ugh, just what the world needs: "[software that] works 80 to 90 percent of the time"
#gpt3
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@huggingface
🏛️ Top 10 Models Downloads: 👏
@jonatasgrosman
@mrm8488
@TheBlokeAI
@limsanity23
@MoritzLaurer
#LiangWang
#IsaoSonobe
@osu_lan
@imhaotian
#Luca
📊 Top 10 Datasets Downloads: 👏
@haileysch__
@algo_diver
@_lukaemon
#ccdv
#HaonanLi
@lhoestq
#FabioSicoli
@mhollemans
@princeton_nlp
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We've joined forces with
@scikit_learn
to support statistical machine learning models on
@huggingface
Hub 🥳🧡💙 you can read more here about our work & our new library skops!
@FrancoisGoupix
@LysandreJik
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three new additions to my bookshelf:
the most human human (recommended by
@bohannon_bot
)
approaching almost any machine learning problem by
@abhi1thakur
learning tensorflow.js by
@GantLaborde
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I love the culture at
@huggingface
🤗
🫂 if we feel under the weather, we just take the day off, the colleagues tell us to take care
💫 flat hierarchy enables people in many ways
🌍 you can work from wherever/whenever you want, it's async, there are no meetings
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There are many known “foundation models” for chat models, but what about computer vision? 🧐
In this thread, we’ll talk about few of them 👇
🖼️ Segment Anything Model
🦉 OWLViT
💬 BLIP-2
🐕 IDEFICS
🧩 CLIP
🦖 Grounding DINO
Let’s go! ✨
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Happy to announce that I received one of the TensorFlow Contributor awards 🤩🧡🎊
🥳 Meet the 2021 TensorFlow Contributor Awardees! Congratulations and thank you for being part of our community!
Read more about their contributions →
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people seemed to like my midterm notes so I’ll be posting few of the neat ones 🧵
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neredeyse taze mezun biri olarak (lütfen abla demeyin artık, 23 yaşındayım) hayatta verdiğim en iyi karar okul bittikten sonra günün 10 saatini coursera’da ve kaggle’da geçirmekti, yeni mezun olan biri varsa tek tavsiyem bu
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I got my first keynote 🥹
Mark your calendar for PyData Paris 2024, Sep 25-26 at Cité des Sciences
@citedessciences
.
With four amazing keynote speakers:
Arthur Mensch
@arthurmensch
Katharine Jarmul
@kjam
,
Olivier Grisel
@ogrisel
,
Merve Noyan
@mervenoyann
.
Check out our blog post:
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Did you know that you can actually use any classifier on top of
@huggingface
transformers?
Check out
@JayAlammar
's blog where he uses DistilBERT with simple scikit-learn logistic regression on top:
The notebook:
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challenge: can I fine-tune Gemma-2B until my flight's embarkment starts? ✨
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honestly I think it's a bad decision to feed external APIs your documents. have an in-house team fine-tuning models like LayoutLM or Donut instead of giving away your agreements.
but you do you 🤷🏻♀️
Many startups just died today.
Because OpenAI added PDF chat. You can also chat with data files and other document types.
We had a wave of products better suited as features rather than stand-alone companies.
Wrappers are being squeezed by OpenAI on one side and incumbents on
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Since I released the ChatGPT prompt generator, I was asked to release a notebook. In this notebook, I walk you through how to fine-tune BART using Transformers and TensorFlow to do this 👉🏼
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New release of 🤗
@huggingface
transformers include Image-to-Text pipeline! Let's take a closer look 👀
As name suggests, the pipeline is used to convert image into text. This can be a model that can caption images! By default, the pipeline is loaded with image captioning model.
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I made an AutoML tool that you can drag and drop CSV files and give the target, and it will train a model for you, generate a model card with metrics and plot of pipeline, and a log file with training logs and push it to your
@huggingface
profile 🪄✨🌟
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I'm taking deep learning and image processing classes and this will be final semester of master's. like previous semesters I want to share my lecture notes and write blog posts on math side of the above two 🤓💜
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github profilinize bakıyorlar, hatta bugün birinin github profilinde hiç büyük bir proje olmadığı bahanesiyle reddedilmiş olduğunu öğrendim 🤷🏻♀️
benim olduğum takım da bakıyor. github profili her şeyden önce insanlarla birlikte çalışıyor musunuz, projeniz başkalarının
İş arayan arkadaşlar için acı gerçekler serime başlıyorum.
1- Github profilinize kimse bakmıyor.
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apple neural engine + hugging face transformers by apple themselves 🥹
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I don't know about you but I'm tired of six figure follower accounts who didn't know about ML before late 2022 posting takes about "AI" and people believing & engaging with it, my timeline has become very noisy lately
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OneFormer: one model to segment them all? 🤯
I was looking into paperswithcode leaderboards when I came across OneFormer for the first time so it was time to dig in 🧶
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