Tanishq Mathew Abraham
@iscienceluvr.bsky.social
PhD at 19 |
Founder and CEO at @MedARC_AI |
Research Director at @StabilityAI |
@kaggle Notebooks GM |
Biomed. engineer @ 14 |
TEDx talk➡https://bit.ly/3tpAuan
Founder and CEO at @MedARC_AI |
Research Director at @StabilityAI |
@kaggle Notebooks GM |
Biomed. engineer @ 14 |
TEDx talk➡https://bit.ly/3tpAuan
Has anyone successfully done RL post-training of GPT-oss with meaningful performance gains?
What libraries even support it? I guess technically TRL/axolotl, maybe Unsloth... but there are no good examples of doing it...
What libraries even support it? I guess technically TRL/axolotl, maybe Unsloth... but there are no good examples of doing it...
September 4, 2025 at 10:48 PM
Has anyone successfully done RL post-training of GPT-oss with meaningful performance gains?
What libraries even support it? I guess technically TRL/axolotl, maybe Unsloth... but there are no good examples of doing it...
What libraries even support it? I guess technically TRL/axolotl, maybe Unsloth... but there are no good examples of doing it...
Check out our website: sophontai.com
Read our manifesto/announcement: tanishq.ai/blog/sophont
If you're interested in building & collaborating in this space, whether you're in genAI or medicine/pharma/life sciences, feel free to reach out at: [email protected]
Read our manifesto/announcement: tanishq.ai/blog/sophont
If you're interested in building & collaborating in this space, whether you're in genAI or medicine/pharma/life sciences, feel free to reach out at: [email protected]
April 1, 2025 at 8:49 PM
Check out our website: sophontai.com
Read our manifesto/announcement: tanishq.ai/blog/sophont
If you're interested in building & collaborating in this space, whether you're in genAI or medicine/pharma/life sciences, feel free to reach out at: [email protected]
Read our manifesto/announcement: tanishq.ai/blog/sophont
If you're interested in building & collaborating in this space, whether you're in genAI or medicine/pharma/life sciences, feel free to reach out at: [email protected]
researcher at Princeton University, and served as Head of NeuroAI at Stability AI. He led the team behind the MindEye publications, which achieved state-of-the-art reconstructions of seen images from brain activity.
April 1, 2025 at 8:49 PM
researcher at Princeton University, and served as Head of NeuroAI at Stability AI. He led the team behind the MindEye publications, which achieved state-of-the-art reconstructions of seen images from brain activity.
With over five years of experience applying generative AI to medicine, I bring a wealth of expertise, having previously served as the Research Director at Stability AI and CEO of MedARC. My co-founder, Paul Scotti, has a decade of experience in computational neuroscience, was a postdoctoral ...
April 1, 2025 at 8:49 PM
With over five years of experience applying generative AI to medicine, I bring a wealth of expertise, having previously served as the Research Director at Stability AI and CEO of MedARC. My co-founder, Paul Scotti, has a decade of experience in computational neuroscience, was a postdoctoral ...
We are strong believers in open, transparent research, based on our proven track records in medical AI research and building open science online communities. We hope to continue this science-in-the-open approach to research at Sophont to build towards the future of healthcare.
April 1, 2025 at 8:49 PM
We are strong believers in open, transparent research, based on our proven track records in medical AI research and building open science online communities. We hope to continue this science-in-the-open approach to research at Sophont to build towards the future of healthcare.
Our vision is to merge highly performant, specialized medical foundation models into a single holistic, highly flexible medical-specific multimodal foundation model. We believe that this should be done open-source for maximum transparency and flexibility
April 1, 2025 at 8:49 PM
Our vision is to merge highly performant, specialized medical foundation models into a single holistic, highly flexible medical-specific multimodal foundation model. We believe that this should be done open-source for maximum transparency and flexibility
These approaches succumb to the parable of the blind men and the elephant: The blind men are unimodal medical models and the patient is the elephant.
April 1, 2025 at 8:49 PM
These approaches succumb to the parable of the blind men and the elephant: The blind men are unimodal medical models and the patient is the elephant.
AI is clearly needed to enhance doctors’ ability to provide the best care.
However, currently deployed medical AI models are inflexible, rigid, suited for narrow tasks focused on individual data modalities.
However, currently deployed medical AI models are inflexible, rigid, suited for narrow tasks focused on individual data modalities.
April 1, 2025 at 8:49 PM
AI is clearly needed to enhance doctors’ ability to provide the best care.
However, currently deployed medical AI models are inflexible, rigid, suited for narrow tasks focused on individual data modalities.
However, currently deployed medical AI models are inflexible, rigid, suited for narrow tasks focused on individual data modalities.
I have EXCITING news:
I've started a company!
Introducing Sophont
We’re building open multimodal foundation models for the future of healthcare. We need a DeepSeek for medical AI, and @sophontai.bsky.social will be that company!
Check out our website & blog post for more info (link below)
I've started a company!
Introducing Sophont
We’re building open multimodal foundation models for the future of healthcare. We need a DeepSeek for medical AI, and @sophontai.bsky.social will be that company!
Check out our website & blog post for more info (link below)
April 1, 2025 at 8:49 PM
I have EXCITING news:
I've started a company!
Introducing Sophont
We’re building open multimodal foundation models for the future of healthcare. We need a DeepSeek for medical AI, and @sophontai.bsky.social will be that company!
Check out our website & blog post for more info (link below)
I've started a company!
Introducing Sophont
We’re building open multimodal foundation models for the future of healthcare. We need a DeepSeek for medical AI, and @sophontai.bsky.social will be that company!
Check out our website & blog post for more info (link below)
Btw, I posted this 2 weeks ago on Twitter but forgot to post here, so doing it now. Twitter is probably going to always be the fastest place to get updates from me unfortunately 😅
March 17, 2025 at 8:08 AM
Btw, I posted this 2 weeks ago on Twitter but forgot to post here, so doing it now. Twitter is probably going to always be the fastest place to get updates from me unfortunately 😅
NEW BLOG POST: LLMs in medicine: evaluations, advances, and the future
www.tanishq.ai/blog/posts/l...
A short blog post discussing how LLMs are evaluated for medical capabilities and what's the future for LLMs in medicine (spoiler: it's reasoning!)
www.tanishq.ai/blog/posts/l...
A short blog post discussing how LLMs are evaluated for medical capabilities and what's the future for LLMs in medicine (spoiler: it's reasoning!)
March 17, 2025 at 8:08 AM
NEW BLOG POST: LLMs in medicine: evaluations, advances, and the future
www.tanishq.ai/blog/posts/l...
A short blog post discussing how LLMs are evaluated for medical capabilities and what's the future for LLMs in medicine (spoiler: it's reasoning!)
www.tanishq.ai/blog/posts/l...
A short blog post discussing how LLMs are evaluated for medical capabilities and what's the future for LLMs in medicine (spoiler: it's reasoning!)
Yeah, but compute scaling can mean lots of things including synthetic data for example
February 20, 2025 at 11:37 AM
Yeah, but compute scaling can mean lots of things including synthetic data for example
Artificial superintelligence
February 20, 2025 at 11:37 AM
Artificial superintelligence
New blog post coming tomorrow on medical LLMs...
February 19, 2025 at 9:22 AM
New blog post coming tomorrow on medical LLMs...
I restarted my blog a few weeks ago. The 1st post was:
Debunking DeepSeek Delusions
I discussed 5 main myths that I saw spreading online back during the DeepSeek hype.
It may be a little less relevant now, but hopefully still interesting to folks.
Check it out → www.tanishq.ai/blog/posts/d...
Debunking DeepSeek Delusions
I discussed 5 main myths that I saw spreading online back during the DeepSeek hype.
It may be a little less relevant now, but hopefully still interesting to folks.
Check it out → www.tanishq.ai/blog/posts/d...
February 19, 2025 at 9:22 AM
I restarted my blog a few weeks ago. The 1st post was:
Debunking DeepSeek Delusions
I discussed 5 main myths that I saw spreading online back during the DeepSeek hype.
It may be a little less relevant now, but hopefully still interesting to folks.
Check it out → www.tanishq.ai/blog/posts/d...
Debunking DeepSeek Delusions
I discussed 5 main myths that I saw spreading online back during the DeepSeek hype.
It may be a little less relevant now, but hopefully still interesting to folks.
Check it out → www.tanishq.ai/blog/posts/d...
Are folks still here? 😅
February 19, 2025 at 8:39 AM
Are folks still here? 😅
github.com
January 20, 2025 at 4:15 PM
Okay so this is so far the most important paper in AI of the year
January 20, 2025 at 4:14 PM
Okay so this is so far the most important paper in AI of the year
Anthropic, please add a higher tier plan for unlimited messages 😭🙏
January 11, 2025 at 6:16 AM
Anthropic, please add a higher tier plan for unlimited messages 😭🙏
Decentralized Diffusion Models
UC Berkeley and Luma AI introduce Decentralized Diffusion Models, a way to train diffusion models on decentralized compute with no communication between nodes.
abs: arxiv.org/abs/2501.05450
project page: decentralizeddiffusion.github.io
UC Berkeley and Luma AI introduce Decentralized Diffusion Models, a way to train diffusion models on decentralized compute with no communication between nodes.
abs: arxiv.org/abs/2501.05450
project page: decentralizeddiffusion.github.io
January 10, 2025 at 10:15 AM
Decentralized Diffusion Models
UC Berkeley and Luma AI introduce Decentralized Diffusion Models, a way to train diffusion models on decentralized compute with no communication between nodes.
abs: arxiv.org/abs/2501.05450
project page: decentralizeddiffusion.github.io
UC Berkeley and Luma AI introduce Decentralized Diffusion Models, a way to train diffusion models on decentralized compute with no communication between nodes.
abs: arxiv.org/abs/2501.05450
project page: decentralizeddiffusion.github.io
The GAN is dead; long live the GAN! A Modern Baseline GAN
This is a very interesting paper, exploring making GANs simpler and more performant.
abs: arxiv.org/abs/2501.05441
code: github.com/brownvc/R3GAN
This is a very interesting paper, exploring making GANs simpler and more performant.
abs: arxiv.org/abs/2501.05441
code: github.com/brownvc/R3GAN
January 10, 2025 at 10:15 AM
The GAN is dead; long live the GAN! A Modern Baseline GAN
This is a very interesting paper, exploring making GANs simpler and more performant.
abs: arxiv.org/abs/2501.05441
code: github.com/brownvc/R3GAN
This is a very interesting paper, exploring making GANs simpler and more performant.
abs: arxiv.org/abs/2501.05441
code: github.com/brownvc/R3GAN
Happy birthday to my incredible and awesome Mamma! 🥳🎉🎂
To many more years of health and happiness.
Tiara (my sister) and I love you very much ❤️❤️❤️
To many more years of health and happiness.
Tiara (my sister) and I love you very much ❤️❤️❤️
January 10, 2025 at 3:18 AM
Happy birthday to my incredible and awesome Mamma! 🥳🎉🎂
To many more years of health and happiness.
Tiara (my sister) and I love you very much ❤️❤️❤️
To many more years of health and happiness.
Tiara (my sister) and I love you very much ❤️❤️❤️
Happy 19th birthday to my amazing sister Tiara Abraham! 🥳🎉 🎂
Proud of you graduating with your Master's degree at 18 and starting your doctorate in music degree this past year!
Excited to see what this final teen year holds for you!
Proud of you graduating with your Master's degree at 18 and starting your doctorate in music degree this past year!
Excited to see what this final teen year holds for you!
December 28, 2024 at 4:02 AM
Happy 19th birthday to my amazing sister Tiara Abraham! 🥳🎉 🎂
Proud of you graduating with your Master's degree at 18 and starting your doctorate in music degree this past year!
Excited to see what this final teen year holds for you!
Proud of you graduating with your Master's degree at 18 and starting your doctorate in music degree this past year!
Excited to see what this final teen year holds for you!
Flow matching is closely related to diffusion and rectified flows and Gaussian flow matching is equivalent to denoising diffusion.
December 10, 2024 at 8:35 AM
Flow matching is closely related to diffusion and rectified flows and Gaussian flow matching is equivalent to denoising diffusion.
PyTorch library: github.com/facebookrese...
GitHub - facebookresearch/flow_matching: A PyTorch library for implementing flow matching algorithms, featuring state-of-the-art continuous and discrete flow matching implementations. It includes prac...
A PyTorch library for implementing flow matching algorithms, featuring state-of-the-art continuous and discrete flow matching implementations. It includes practical examples for both text and image...
github.com
December 10, 2024 at 8:35 AM
PyTorch library: github.com/facebookrese...