Vignesh
@gvkan192.bsky.social
Deep Learning Engineer | Medical Imaging & Analysis
Reposted by Vignesh
If you want to quickly catch up on all the open modeling things (DeepSeek, ModernBERT, etc.), this was a great overview, by @natolambert.bsky.social.
I somehow got into an argument last week with someone who was insisting that all models are industrial blackboxes... and I wish I'd had this on hand.
I somehow got into an argument last week with someone who was insisting that all models are industrial blackboxes... and I wish I'd had this on hand.
The latest open artifacts (#6): Reasoning models, China's lead in open-source, and a growing multimodal space
Artifacts log 6 The open LM ecosystem yet again accelerates.
www.interconnects.ai
January 27, 2025 at 3:05 PM
If you want to quickly catch up on all the open modeling things (DeepSeek, ModernBERT, etc.), this was a great overview, by @natolambert.bsky.social.
I somehow got into an argument last week with someone who was insisting that all models are industrial blackboxes... and I wish I'd had this on hand.
I somehow got into an argument last week with someone who was insisting that all models are industrial blackboxes... and I wish I'd had this on hand.
Reposted by Vignesh
My favorite thing about the AI agents is that they can help me get something done in half an hour, what used to take me less than a minute.
January 23, 2025 at 7:23 PM
My favorite thing about the AI agents is that they can help me get something done in half an hour, what used to take me less than a minute.
Reposted by Vignesh
1. Impact. How much revenue does my work protect or generate?
2. Quality. Does my work meet or exceed customer expectations?
3. Efficiency. Reward making the right buy versus build decision.
4. Reusability. How do others leverage my work?
5. Supportability. How much work do I create for others?
2. Quality. Does my work meet or exceed customer expectations?
3. Efficiency. Reward making the right buy versus build decision.
4. Reusability. How do others leverage my work?
5. Supportability. How much work do I create for others?
a question for the people who write code for money:
if you could wave a magic wand and have your performance/promotability measured on any 5 metrics of your choice, what would those metrics be?
if you could wave a magic wand and have your performance/promotability measured on any 5 metrics of your choice, what would those metrics be?
January 23, 2025 at 4:45 PM
1. Impact. How much revenue does my work protect or generate?
2. Quality. Does my work meet or exceed customer expectations?
3. Efficiency. Reward making the right buy versus build decision.
4. Reusability. How do others leverage my work?
5. Supportability. How much work do I create for others?
2. Quality. Does my work meet or exceed customer expectations?
3. Efficiency. Reward making the right buy versus build decision.
4. Reusability. How do others leverage my work?
5. Supportability. How much work do I create for others?
Reposted by Vignesh
The first of the cool things we* got this week!
Typically, you'd train a VQ-VAE/GAN tokenizer first, and then use its tokens for your LLM/DiT/... But we all know eventually end-to-end wins over pipelines.
With flow models, you can actually learn pixel-LLM-pixel end-to-end!
Typically, you'd train a VQ-VAE/GAN tokenizer first, and then use its tokens for your LLM/DiT/... But we all know eventually end-to-end wins over pipelines.
With flow models, you can actually learn pixel-LLM-pixel end-to-end!
Have you ever wondered how to train an autoregressive generative transformer on text and raw pixels, without a pretrained visual tokenizer (e.g. VQ-VAE)?
We have been pondering this during summer and developed a new model: JetFormer 🌊🤖
arxiv.org/abs/2411.19722
A thread 👇
1/
We have been pondering this during summer and developed a new model: JetFormer 🌊🤖
arxiv.org/abs/2411.19722
A thread 👇
1/
December 2, 2024 at 7:23 PM
The first of the cool things we* got this week!
Typically, you'd train a VQ-VAE/GAN tokenizer first, and then use its tokens for your LLM/DiT/... But we all know eventually end-to-end wins over pipelines.
With flow models, you can actually learn pixel-LLM-pixel end-to-end!
Typically, you'd train a VQ-VAE/GAN tokenizer first, and then use its tokens for your LLM/DiT/... But we all know eventually end-to-end wins over pipelines.
With flow models, you can actually learn pixel-LLM-pixel end-to-end!
Reposted by Vignesh
I felt a great disturbance in the Force, as if millions of computer vision researchers suddenly cried out in terror...
November 19, 2024 at 10:07 PM
I felt a great disturbance in the Force, as if millions of computer vision researchers suddenly cried out in terror...
Reposted by Vignesh
Bluesky tip for newbies: Bluesky has no real algorithm. Likes here do nothing but show the poster that you enjoyed their content.
That kindness is always going to be appreciated by creators, but if you want to help to boost something here, you have to repost it so others see it. 🙂
That kindness is always going to be appreciated by creators, but if you want to help to boost something here, you have to repost it so others see it. 🙂
November 18, 2024 at 10:27 AM
Bluesky tip for newbies: Bluesky has no real algorithm. Likes here do nothing but show the poster that you enjoyed their content.
That kindness is always going to be appreciated by creators, but if you want to help to boost something here, you have to repost it so others see it. 🙂
That kindness is always going to be appreciated by creators, but if you want to help to boost something here, you have to repost it so others see it. 🙂
Reposted by Vignesh
Welcome to all new arrivals here on Bluesky! :) Here's a starter pack of people working on computer vision.
go.bsky.app/PkAKJu5
go.bsky.app/PkAKJu5
November 17, 2024 at 8:05 AM
Welcome to all new arrivals here on Bluesky! :) Here's a starter pack of people working on computer vision.
go.bsky.app/PkAKJu5
go.bsky.app/PkAKJu5
Reposted by Vignesh
November 16, 2024 at 6:40 PM
Quick question to everyone on bluesky. What monitor do you guys recommend for MacBook Pro? My intention is to use it for coding and streaming movies. Any advice is appreciated. Thanks!
November 18, 2024 at 12:04 AM
Quick question to everyone on bluesky. What monitor do you guys recommend for MacBook Pro? My intention is to use it for coding and streaming movies. Any advice is appreciated. Thanks!