Ivy Zheng
@ivyzhengx.bsky.social
JAX & Flax @ GoogleDeepmind
Gemini, neural net frameworks & performance
video games, and other random things
she/her, wife of a wife 🌈
Gemini, neural net frameworks & performance
video games, and other random things
she/her, wife of a wife 🌈
Thought the phrase "vibe coding" was funny so I finally tried some. Pretty handy for quickly building simple-functionality tools that uses popular public libraries, esp. those I know nothing of. Likely won't be able to use it for work anytime soon though :(
March 17, 2025 at 5:36 AM
Thought the phrase "vibe coding" was funny so I finally tried some. Pretty handy for quickly building simple-functionality tools that uses popular public libraries, esp. those I know nothing of. Likely won't be able to use it for work anytime soon though :(
Reposted by Ivy Zheng
Well done, Chappell! 👏
Chappell Roan Epically Responds To Music Exec. Who Criticized Her Grammys Call For Livable Wages
Does he really not know who he's dealing with?
www.comicsands.com
February 11, 2025 at 2:00 AM
Well done, Chappell! 👏
Been listening to this whole day today
youtu.be/OgU_UDYd9lY?...
youtu.be/OgU_UDYd9lY?...
jazzy but not too jazzy
YouTube video by take your time
youtu.be
February 9, 2025 at 5:15 AM
Been listening to this whole day today
youtu.be/OgU_UDYd9lY?...
youtu.be/OgU_UDYd9lY?...
Reposted by Ivy Zheng
The PyTorch developer's guide to JAX fundamentals cloud.google.com/blog/product...
A guide to JAX for PyTorch developers | Google Cloud Blog
PyTorch users can learn about JAX in this tutorial that connects JAX concepts to the PyTorch building blocks that they’re already familiar with.
cloud.google.com
January 10, 2025 at 4:05 AM
The PyTorch developer's guide to JAX fundamentals cloud.google.com/blog/product...
Reposted by Ivy Zheng
🚀🚀PaliGemma 2 is our updated and improved PaliGemma release using the Gemma 2 models and providing new pre-trained checkpoints for the full cross product of {224px,448px,896px} resolutions and {3B,10B,28B} model sizes.
1/7
1/7
December 5, 2024 at 6:16 PM
🚀🚀PaliGemma 2 is our updated and improved PaliGemma release using the Gemma 2 models and providing new pre-trained checkpoints for the full cross product of {224px,448px,896px} resolutions and {3B,10B,28B} model sizes.
1/7
1/7
Reposted by Ivy Zheng
The man once belonged to a group of Ivy League gamers who played changing government and societies, including to communism.
In that game, "Civilization VI"
In that game, "Civilization VI"
The man once belonged to a group of Ivy League gamers who played roaming swordsmen who barge into people's home and smash pottery a member of the group tells NBC News.
In that game, "Zelda: A Link to the Past"
In that game, "Zelda: A Link to the Past"
The man once belonged to a group of Ivy League gamers who played genocidal colonizers, a member of the group tells NBC News.
In that game, “Settlers of Catan,”
In that game, “Settlers of Catan,”
December 10, 2024 at 6:45 PM
The man once belonged to a group of Ivy League gamers who played changing government and societies, including to communism.
In that game, "Civilization VI"
In that game, "Civilization VI"
But it triples when others loving it too
There’s such a vulnerable joy in talking about the things you love.
November 20, 2024 at 8:35 PM
But it triples when others loving it too
Reposted by Ivy Zheng
November 19, 2024 at 11:31 PM
Can't believe I started to play WoW again after 10 years and already max leveled 3 alts
November 20, 2024 at 5:13 AM
Can't believe I started to play WoW again after 10 years and already max leveled 3 alts
Started to watch Arcane and it's dope
November 14, 2024 at 5:16 AM
Started to watch Arcane and it's dope
I've used to take notes and write diary/fiction for years with plain text + bullet points + occasional bold text. Obsidian is the best thing I ever had for this and I love the idea of syncing files on my own instead of paying extra bucks for some cloud storage of ~MB.
November 10, 2024 at 11:42 AM
I've used to take notes and write diary/fiction for years with plain text + bullet points + occasional bold text. Obsidian is the best thing I ever had for this and I love the idea of syncing files on my own instead of paying extra bucks for some cloud storage of ~MB.
For any of the JAX neural network builders out here (or PyTorch users willing to try out new stuff), we've been renovating our Flax API to be simpler and closer to Python semantics.
Check out our website 👇
flax.readthedocs.io/en/latest/nn...
(It even has pretty model rendering with dropdowns)
Check out our website 👇
flax.readthedocs.io/en/latest/nn...
(It even has pretty model rendering with dropdowns)
November 10, 2024 at 7:27 AM
For any of the JAX neural network builders out here (or PyTorch users willing to try out new stuff), we've been renovating our Flax API to be simpler and closer to Python semantics.
Check out our website 👇
flax.readthedocs.io/en/latest/nn...
(It even has pretty model rendering with dropdowns)
Check out our website 👇
flax.readthedocs.io/en/latest/nn...
(It even has pretty model rendering with dropdowns)
From my 2 years with cats I learnt: they easily overfit for the best.
Once they get some good experience - a well done massage, some good snack - they immediately want *only* that level and scorn anything lesser.
...Until their memory span runs out and forget about it.
Once they get some good experience - a well done massage, some good snack - they immediately want *only* that level and scorn anything lesser.
...Until their memory span runs out and forget about it.
November 3, 2024 at 9:02 AM
From my 2 years with cats I learnt: they easily overfit for the best.
Once they get some good experience - a well done massage, some good snack - they immediately want *only* that level and scorn anything lesser.
...Until their memory span runs out and forget about it.
Once they get some good experience - a well done massage, some good snack - they immediately want *only* that level and scorn anything lesser.
...Until their memory span runs out and forget about it.
Reposted by Ivy Zheng
debugging-xla-errors.jpg
October 21, 2024 at 5:13 AM
debugging-xla-errors.jpg
I always wonder why Twitter / Bluesky / etc don't have longer word limits. This has been a bit bizarre for me as I came from the Chinese weibo world where word limit is 5k and I never had to think about it.
Is it because people assume longer text is optional read (direct to external link)?
Is it because people assume longer text is optional read (direct to external link)?
November 2, 2024 at 7:24 AM
I always wonder why Twitter / Bluesky / etc don't have longer word limits. This has been a bit bizarre for me as I came from the Chinese weibo world where word limit is 5k and I never had to think about it.
Is it because people assume longer text is optional read (direct to external link)?
Is it because people assume longer text is optional read (direct to external link)?
These people make pretty amazing visuals and explanations for a wide range of topics and deserve more likes
youtu.be/C8YtdC8mxTU?...
youtu.be/C8YtdC8mxTU?...
How do Video Game Graphics Work?
YouTube video by Branch Education
youtu.be
October 31, 2024 at 1:26 AM
These people make pretty amazing visuals and explanations for a wide range of topics and deserve more likes
youtu.be/C8YtdC8mxTU?...
youtu.be/C8YtdC8mxTU?...
Reposted by Ivy Zheng
How do Graphics Cards Work? Exploring GPU Architecture
YouTube video by Branch Education
youtu.be
October 29, 2024 at 4:36 AM
Reposted by Ivy Zheng
I've started reading up on how Bluesky is built, and found this overview of the underlying protocol/design from @steveklabnik.com really well done (found it thanks to @amyhoypro.bsky.social in the 30x500 list). Highly recommended read.
steveklabnik.com/writing/how-...
steveklabnik.com/writing/how-...
How Does BlueSky Work?
steveklabnik.com
October 27, 2024 at 6:40 PM
I've started reading up on how Bluesky is built, and found this overview of the underlying protocol/design from @steveklabnik.com really well done (found it thanks to @amyhoypro.bsky.social in the 30x500 list). Highly recommended read.
steveklabnik.com/writing/how-...
steveklabnik.com/writing/how-...
Good summer is gone for now
October 27, 2024 at 2:34 AM
Good summer is gone for now
Reposted by Ivy Zheng
Vision Transformer in pure JAX
A basic Vision Transformer entirely from scratch. His focus is to explore JAX directly and train a small model while leveraging JAX’s core features, like vmap and jit, without any external frameworks.
alessiodevoto.github.io/ViT-in-pure-...
A basic Vision Transformer entirely from scratch. His focus is to explore JAX directly and train a small model while leveraging JAX’s core features, like vmap and jit, without any external frameworks.
alessiodevoto.github.io/ViT-in-pure-...
Vision Transformer in pure JAX.
I decided to do this for two reasons. The first reason is that, for years, I had to bear my Ph.D. advisor coming into the lab while I was happily coding my Pytorch model, slowly sneaking at my back, s...
alessiodevoto.github.io
October 24, 2024 at 4:49 PM
Vision Transformer in pure JAX
A basic Vision Transformer entirely from scratch. His focus is to explore JAX directly and train a small model while leveraging JAX’s core features, like vmap and jit, without any external frameworks.
alessiodevoto.github.io/ViT-in-pure-...
A basic Vision Transformer entirely from scratch. His focus is to explore JAX directly and train a small model while leveraging JAX’s core features, like vmap and jit, without any external frameworks.
alessiodevoto.github.io/ViT-in-pure-...