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Alexander Dylan Bodner

AlexBodner
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https://github.com/AlexBodner

AI & ML interests

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Recent Activity

posted an update about 23 hours ago
I just dropped a detailed guide on deploying ML models to Google Cloud Run with GPU support—completely serverless and auto-scaling. If you’re curious about seamlessly deploying your models to the cloud, give it a read! [https://medium.com/@alexbodner/deployment-of-serverless-machine-learning-models-with-gpus-using-google-cloud-cloud-run-573b836475b5]"
posted an update 9 days ago
Just published a post explaining Monte Carlo Tree Search: the magic behind AlphaZero and now used to tackle reasoning benchmarks with LLMs. Check it out because it's a must know nowadays! https://x.com/AlexBodner_/status/1877789879398244382
posted an update 26 days ago
🚀🤖𝐃𝐨 𝐀𝐧𝐝𝐫𝐨𝐢𝐝𝐬 𝐃𝐫𝐞𝐚𝐦 𝐨𝐟 𝐄𝐥𝐞𝐜𝐭𝐫𝐢𝐜 𝐌𝐚𝐫𝐢𝐨𝐬? Discover how we replaced the classic game engine with DIAMOND, a Neural Network that predicts every frame based on actions, noise, and past states. From training on human and RL gameplay to generating surreal hallucinations, this project shows the potential of diffusion models in creating amazing simulations. 🎮 🧵 Dive into the full story in our Twitter thread: 👉 https://x.com/AlexBodner_/status/1871566560512643567 🌟 Don’t forget to follow and leave a star for more groundbreaking AI projects!
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AlexBodner's activity

posted an update about 23 hours ago
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Post
544
I just dropped a detailed guide on deploying ML models to Google Cloud Run with GPU support—completely serverless and auto-scaling. If you’re curious about seamlessly deploying your models to the cloud, give it a read! [https://medium.com/@alexbodner/deployment-of-serverless-machine-learning-models-with-gpus-using-google-cloud-cloud-run-573b836475b5]"
  • 1 reply
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posted an update 9 days ago
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Post
1455
Just published a post explaining Monte Carlo Tree Search: the magic behind AlphaZero and now used to tackle reasoning benchmarks with LLMs. Check it out because it's a must know nowadays!

https://x.com/AlexBodner_/status/1877789879398244382
  • 1 reply
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posted an update 26 days ago
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473

🚀🤖𝐃𝐨 𝐀𝐧𝐝𝐫𝐨𝐢𝐝𝐬 𝐃𝐫𝐞𝐚𝐦 𝐨𝐟 𝐄𝐥𝐞𝐜𝐭𝐫𝐢𝐜 𝐌𝐚𝐫𝐢𝐨𝐬?

Discover how we replaced the classic game engine with DIAMOND, a Neural Network that predicts every frame based on actions, noise, and past states. From training on human and RL gameplay to generating surreal hallucinations, this project shows the potential of diffusion models in creating amazing simulations. 🎮

🧵 Dive into the full story in our Twitter thread:
👉 https://x.com/AlexBodner_/status/1871566560512643567
🌟 Don’t forget to follow and leave a star for more groundbreaking AI projects!
posted an update 3 months ago
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2404
💾🧠How much VRAM will you need for training your AI model? 💾🧠
Check out this app where you convert:
Pytorch/tensorflow summary -> required VRAM
or
Parameter count -> required VRAM

Use it in: http://howmuchvram.com

And everything is open source! Ask for new functionalities or contribute in:
https://github.com/AlexBodner/How_Much_VRAM
If it's useful to you leave a star 🌟and share it to someone that will find the tool useful!
  • 1 reply
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posted an update 4 months ago
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Post
1615
💾🧠How much VRAM will you need for training your AI model? 💾🧠
Check out this app where you convert:
Pytorch/tensorflow summary -> required VRAM
or
Parameter count -> required VRAM

Use it in: http://howmuchvram.com

And everything is open source! Ask for new functionalities or contribute in:
https://github.com/AlexBodner/How_Much_VRAM
If it's useful to you leave a star 🌟and share it to someone that will find the tool useful!
More discussion in: https://x.com/AlexBodner_/status/1832054850294812679
posted an update 4 months ago
view post
Post
1845
💾🧠How much VRAM will you need for training your AI model? 💾🧠
Check out this app where you convert:
Pytorch/tensorflow summary -> required VRAM
or
Parameter count -> required VRAM

Use it in: http://howmuchvram.com

And everything is open source! Ask for new functionalities or contribute in:
https://github.com/AlexBodner/How_Much_VRAM
If it's useful to you leave a star 🌟and share it to someone that will find the tool useful!
More discussion in: https://x.com/AlexBodner_/status/1832054850294812679

  • 1 reply
·
posted an update 5 months ago
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Post
361
💾🧠How much VRAM will you need for training your AI model? 💾🧠
Check out this app where you convert:
Pytorch/tensorflow summary -> required VRAM
or
Parameter count -> required VRAM

Use it in: http://howmuchvram.com

And everything is open source! Ask for new functionalities or contribute in:
https://github.com/AlexBodner/How_Much_VRAM
If it's useful to you leave a star 🌟and share it to someone that will find the tool useful!
More discussion in: https://x.com/AlexBodner_/status/1832054850294812679
posted an update 5 months ago
replied to their post 5 months ago
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Yeah, thats why I did this calculator. It takes as input the model architecture, input shape, batch size and some other factors and it makes the tedious calculations for you!
reacted to their post with 🚀👀 5 months ago
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Post
3790
💾🧠How much VRAM will you need for training your AI model? 💾🧠
Check out this app where you convert:
Pytorch/tensorflow summary -> needed VRAM
or
Parameter count -> needed VRAM

Use it in: http://howmuchvram.com

And everything is open source! Ask for new functionalities or contribute in:
https://github.com/AlexBodner/How_Much_VRAM
If it's useful to you leave a star 🌟and share it to someone that will find the tool useful!
·
posted an update 5 months ago
view post
Post
3790
💾🧠How much VRAM will you need for training your AI model? 💾🧠
Check out this app where you convert:
Pytorch/tensorflow summary -> needed VRAM
or
Parameter count -> needed VRAM

Use it in: http://howmuchvram.com

And everything is open source! Ask for new functionalities or contribute in:
https://github.com/AlexBodner/How_Much_VRAM
If it's useful to you leave a star 🌟and share it to someone that will find the tool useful!
·
posted an update 5 months ago
view post
Post
1587
💾🧠Want to know how much VRAM you will need for training your model? 💾🧠
Now you can use this app in which you can input a torch/tensorflow summary or the parameters count and get an estimate of the required memory!
Use it in: howmuchvram.com

Also, everything is Open Source so you can contribute in repo: https://github.com/AlexBodner/How_Much_VRAM
Leave it a star⭐
upvoted a paper 5 months ago
authored a paper 6 months ago
upvoted a paper 6 months ago