Senior ML Eng @Canva 💼| Educator (Manning/Packt/DataCamp) 📙 | Deep Learning Aficionado 📚 | Blogger ✍| Heavy Sleeper 🛌
Sydney, New South Wales
Joined November 2010
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- Following71
- Followers256
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Want to learn why #Transformer models are moving away from sinusoidal positional embeddings and embracing RoPE? Checkout the video.
#machinelearning #ml #AI #LLMs
#ChatGPT #deeplearning
youtu.be/GQPOtyITy54
Thushan Ganegedara retweeted
"You have to admit, seeing a comment like “This is super clean 😎” or “Didn’t know this could be done this way” on your code or pull request fills you with a wonderful feeling."
Read more from @thush89's post. buff.ly/44RVokw
Thushan Ganegedara retweeted
Python is a great option for ML practitioners due to its low barrier to entry combined with the massive ecosystem of scientific tooling, explains @thush89. buff.ly/44RVokw
Did you know about this new (unpopular) feature in the latest #PyTorch
that allows you to scale Transformers to 10K / 100K long sequences? Watch the video to learn more.
#machinelearning #deeplearning #LLMs #ml #ai
youtu.be/eCWHbJpeil0
Thushan Ganegedara retweeted
1) Natural Language Processing with #TensorFlow:
amzn.to/43jEtpu
2) TensorFlow in Action: amzn.to/44hdcFP
Books by @thush89
————
#BigData #DataScience #NeuralNetworks #NLProc #MachineLearning #DeepLearning #AI #Transformers #MachineTranslation #ComputerVision
The animated Transformer: Learning about the Transformer and its internals in a fun and colorful way!
#machinelearning #ML #AI #artificalintelligence #LLM #deeplearning
youtube.com/watch?v=NzLwHcqE…
Thushan Ganegedara retweeted
Hey GPU, what’s up with my matrix? by @thush89 buff.ly/42NlGmm
We now have open source LMMMs. In this video I try MiniGPT-4 in a Jupyter notebook to chat about images. It's quite impressive given that the model runs on a single modest 16GB GPU. Would this steal the spotlight from GPT-4? #LLMs #ChatGPT #GPT4
youtu.be/lbQC_pWPuVk
Thushan Ganegedara retweeted
🏷️Deal of the Day🛒
Build, train, and deploy!
Learn to create #deeplearning applications using Google's mighty TensorFlow 2 framework: mng.bz/XaVY
@thush89 #NLP #machinelearning #python #Keras
If you think #LLMs are inaccessible due to their size and there's no hope of running them on your laptop, learn how you can do that with a few lines of code with @huggingface's awesome libraries. #deeplearning #MachineLearning #ChatGPT #GPT #llama
youtu.be/CMVq48torQY
Interested in learning what's all the buzz around Llama and the profound implications it had over the last few weeks? Check out the video. #ChatGPT #chatgpt4 #LLMs #llama
#artificalintelligence
youtu.be/UFg0Xc08xLI
Thushan Ganegedara retweeted
Can ChatGPT recommend movies with machine learning by @thush89 buff.ly/41wmVWX
Here's a playlist I created explaining how to get started on #gcp #vertexai #MachineLearning. If you haven't explored Vetex AI give it a go. You can do all exercises with a free tier account. Google Cloud Platform - Vertex AI: youtube.com/playlist?list=PL…
Thushan Ganegedara retweeted
Now available for ACM Members: "TensorFlow in Action," by @thush89. This book teaches you to construct, train, and deploy deep learning models using TensorFlow. bit.ly/3JF9MVg
ALT TensorFlow in Action book cover
Thushan Ganegedara retweeted
🏷️Deal of the Day🛒
Build, train, and deploy!
Learn to create #deeplearning applications using Google's mighty TensorFlow 2 framework: mng.bz/XaVY
@thush89 #NLP #machinelearning #python #Keras
Thushan Ganegedara retweeted
📢Now in print!🍾
Taking on TensorFlow?
Learn to design and deploy #deeplearning models with #TensorFlow through real world use cases: mng.bz/XaVY
@thush89 #NLP #machinelearning #python #Keras
2016 - FastText - tldr; Use sub-word information to generate embeddings robust at misspellings and can handle out-of-vocabulary words (arxiv.org/abs/1607.04606)
2018 - ELMo - tldr; Contextualized word representations that are able to sense disambiguate (arxiv.org/abs/1802.05365)