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Sayak Paul

Sayak Paul

Hugging Face, diffusion models

Recent Activity3 stars · 57 x-posts

Recent Activity

grep SOURCE=
sayakpaul
Sayak Paul

@sayakpaul

Starting in a minute. Joining link: https://t.co/ZvFxAYMGgN

Highlights: Sayak Paul announces an upcoming event or stream with a joining link.

Worth reading: Shows his engagement in real-time events or presentations.

Infra
sayakpaul
Sayak Paul

@sayakpaul

Thanks @AnthropicAI. Thanks @huggingface for letting me work on Diffusers and other open-source projects across the fleet.

Highlights: Sayak Paul expresses gratitude to Anthropic and Hugging Face for opportunities to work on Diffusers and other open-source projects.

Worth reading: Highlights his role in open-source ML development at Hugging Face.

DeploymentInfra
sayakpaul
Sayak Paul

@sayakpaul

1. Read the post. 2. Contemplate. 3. Repeat 1.

Highlights: Sayak Paul shares a simple three-step process for engaging with content: read, contemplate, repeat.

Worth reading: It emphasizes thoughtful engagement over passive consumption.

LLM
sayakpaul
Sayak Paul

@sayakpaul

While I was in SF, I had a chance to present all the things in the diffusion community enabled by PyTorch at the

Highlights: Sayak Paul presented diffusion community advancements enabled by PyTorch during a visit to San Francisco.

Worth reading: Showcases the intersection of PyTorch and diffusion models in AI research.

Multi-modalInfra
sayakpaul
Sayak Paul

@sayakpaul

Live a little, love a little, take time out to find happiness in small things, be grateful as we have one life. #lifemantra #WorkLifeBalance

Highlights: Encourages finding happiness in small things and maintaining work-life balance.

Worth reading: Reflects personal philosophy on life and balance.

sayakpaul
Sayak Paul

@sayakpaul

We're looking to work w/ folks who're interested in doing agentic kernel dev, providing real optim value to real models. Reach out if interested :)

Highlights: Seeking collaborators for agentic kernel development to optimize real models.

Worth reading: Indicates focus on practical model optimization and agentic systems.

AgentFine-tuningDeployment
sayakpaul
Sayak Paul

@sayakpaul

After working on releasing the v5, this is the latest release from the Transformers team at

Highlights: Mention of Transformers v5 release from Hugging Face team.

Worth reading: Highlights involvement in major open-source release.

InfraDeployment
sayakpaul
Sayak Paul

@sayakpaul

Thanks @AnthropicAI. Thanks @huggingface for letting me work on Diffusers and other open-source projects across the fleet.

Highlights: Expresses gratitude to Anthropic and Hugging Face for work on Diffusers and open-source projects.

Worth reading: Shows collaboration with AI companies and contributions to open-source.

Multi-modalTooling
tarekziade/ai-reviewer
Python1·starred by sayakpaul

Highlights: AI Reviewer is a Python tool that uses AI to automatically review code changes, providing feedback on code quality, potential bugs, and adherence to best practices. It integrates with GitHub to analyze pull requests and suggest improvements.

Worth reading: This repository offers a practical approach to automating code reviews with AI, which can save developers time and improve code quality. It's worth exploring for teams looking to streamline their review process.

Tooling
sayakpaul
Sayak Paul

@sayakpaul

The kernels project at Hugging Face has been growing! We want it to be the go-to place for kernel devs and kernel users. We're looking to work w/ folks who're interested in doing agentic kernel dev, providing real optim value to real models. Reach out if interested :)

Highlights: Sayak Paul announces growth of Hugging Face kernels project and seeks contributors for agentic kernel development.

Worth reading: Highlights a practical opportunity in AI infrastructure optimization.

InfraDeploymentTooling
sayakpaul
Sayak Paul

@sayakpaul

1. Read the post. 2. Contemplate. 3. Repeat 1.

Highlights: Sayak Paul shares a brief, reflective post about reading and contemplation.

Worth reading: Encourages thoughtful engagement with content.

Evaluation
sayakpaul
Sayak Paul

@sayakpaul

After working on releasing the v5, this is the latest release from the Transformers team at

Highlights: Sayak announces a new release from the Transformers team after working on v5.

Worth reading: Shows ongoing contributions to open-source ML libraries.

InfraDeployment
sayakpaul
Sayak Paul

@sayakpaul

Thanks @AnthropicAI. Thanks @huggingface for letting me work on Diffusers and other open-source projects across the fleet.

Highlights: Sayak expresses gratitude for opportunities to work on Diffusers and other open-source projects.

Worth reading: Highlights his role at Hugging Face and contributions to open-source.

ToolingDeployment
sayakpaul
Sayak Paul

@sayakpaul

My presentation at the @PyTorch Conf EU is now live. It's an exciting piece given its

Highlights: Sayak shares that his PyTorch Conference EU presentation is now available.

Worth reading: Indicates his involvement in major ML conferences and thought leadership.

EvaluationDeployment
sayakpaul
Sayak Paul

@sayakpaul

After working on releasing the v5, this is the latest release from the Transformers team at

Highlights: Sayak Paul mentions working on the v5 release from the Transformers team.

Worth reading: Highlights a major release milestone in the Transformers library.

DeploymentFine-tuning
sayakpaul
Sayak Paul

@sayakpaul

Thanks @AnthropicAI. Thanks @huggingface for letting me work on Diffusers and other open-source projects across the fleet.

Highlights: Sayak Paul expresses gratitude to Anthropic and Hugging Face for the opportunity to work on Diffusers and other open-source projects.

Worth reading: Shows appreciation for collaboration and open-source work at Hugging Face.

ToolingDeployment
sayakpaul
Sayak Paul

@sayakpaul

After working on releasing the v5, this is the latest release from the Transformers team at

Highlights: Sayak Paul mentions the latest release from the Transformers team after working on v5.

Worth reading: Highlights ongoing work at Hugging Face on Transformers releases.

DeploymentInfra
sayakpaul
Sayak Paul

@sayakpaul

1. Read the post. 2. Contemplate. 3. Repeat 1.

Highlights: Advocates a reflective reading practice: read, contemplate, repeat.

Worth reading: Encourages deeper engagement with content rather than passive consumption.

LLM
sayakpaul
Sayak Paul

@sayakpaul

Had a nice time chatting about the state of diffusion models and some text-to-image data shenanigans at

Highlights: Discussed diffusion models and text-to-image data issues in a chat.

Worth reading: Provides insight into current challenges and discussions in generative AI.

Multi-modal
sayakpaul
Sayak Paul

@sayakpaul

My presentation at the @PyTorch Conf EU is now live. It's an exciting piece given its emphasis on how we make Diffusers play quite well w/ `torch.compile`

Highlights: Sayak Paul presented at PyTorch Conf EU about optimizing Diffusers with torch.compile.

Worth reading: Shows practical integration of Hugging Face Diffusers with PyTorch compilation for performance.

DeploymentInfra
mitchellh/vouch
Nushell4,390·starred by sayakpaul

A community trust management system based on explicit vouches to participate.

Highlights: Vouch is a community trust management system that uses explicit vouches to grant participation rights, aiming to reduce spam and abuse. It provides a decentralized approach to access control based on social trust rather than centralized moderation.

Worth reading: It explores an alternative to traditional moderation by leveraging community vouching, which could be relevant for AI communities or platforms seeking trust-based access control.

Tooling
pytorch/devlogs
CSS12·starred by sayakpaul

Developer blog for PyTorch

Highlights: A developer blog for PyTorch, providing insights into the development process, new features, and technical decisions. It offers a behind-the-scenes look at one of the most popular deep learning frameworks.

Worth reading: Valuable for understanding PyTorch's evolution and upcoming features directly from the developers, which can inform AI infrastructure decisions.

Infra
sayakpaul
Sayak Paul

@sayakpaul

Together w/ the community, our initiative of profiling Diffusers pipelines & potentially improving them is going very strong

Highlights: Sayak Paul highlights community-driven profiling of Diffusers pipelines to improve performance.

Worth reading: Shows collaborative effort to optimize Hugging Face Diffusers, a key library for diffusion models.

InfraDeploymentTooling
sayakpaul
Sayak Paul

@sayakpaul

My presentation at the @PyTorch Conf EU is now live. It's an exciting piece given its emphasis on how we make Diffusers play quite well w/ `torch.compile`

Highlights: Sayak Paul presented at PyTorch Conf EU on integrating Diffusers with torch.compile for performance gains.

Worth reading: Demonstrates practical optimization of diffusion models using PyTorch's compiler, relevant for deployment.

InfraDeploymentTooling
sayakpaul
Sayak Paul

@sayakpaul

Live a little, love a little, take time out to find happiness in small things, be grateful as we have one life. #lifemantra #WorkLifeBalance

Highlights: A personal reflection on finding happiness and gratitude in daily life.

Worth reading: Shows the human side of a technical expert, emphasizing work-life balance.

sayakpaul
Sayak Paul

@sayakpaul

Together w/ the community, our initiative of profiling Diffusers pipelines & potentially improving them is going very strong

Highlights: Community-driven effort to profile and improve Diffusers pipelines.

Worth reading: Demonstrates active open-source collaboration in the ML ecosystem.

InfraDeployment
sayakpaul
Sayak Paul

@sayakpaul

Working at Hugging Face over the past 3.5+ years has allowed me to identify what technical areas truly interest me! In turn, that has allowed me to directly...

Highlights: Reflects on 3.5+ years at Hugging Face, identifying key technical interests.

Worth reading: Provides insight into a leading ML engineer's career growth and focus areas.

InfraFine-tuning
sayakpaul
Sayak Paul

@sayakpaul

Every day you learn something new. Today I learned that diffusion ... Good folks at @photoroom_app decided to change that by releasing PRX under Apache 2.0 with solid reporting.

Highlights: Learned about diffusion models and praises Photoroom for releasing PRX under Apache 2.0.

Worth reading: Shows engagement with open-source AI model releases.

Multi-modalDeployment
sayakpaul
Sayak Paul

@sayakpaul

Details:

Highlights: Sayak Paul shared a post with details, but the content is truncated.

Worth reading: May contain insights from his work at Hugging Face.

LLMDeployment
sayakpaul
Sayak Paul

@sayakpaul

@PyTorch Of course, I forgot. Check out the docs for complete examples:

Highlights: Sayak Paul acknowledges forgetting something and directs to PyTorch documentation.

Worth reading: Shows his engagement with PyTorch and documentation.

InfraDeployment
sayakpaul
Sayak Paul

@sayakpaul

Had a nice time chatting about the state of diffusion models and some text-to-image data shenanigans at

Highlights: Engaged in a discussion about diffusion models and text-to-image data challenges.

Worth reading: Provides insight into current topics in generative AI from an expert at Hugging Face.

Multi-modalFine-tuning
sayakpaul
Sayak Paul

@sayakpaul

Details:

Highlights: A post with details (content not fully captured).

Worth reading: May contain additional technical details from Sayak Paul's work.

Multi-modal
sayakpaul
Sayak Paul

@sayakpaul

Working at Hugging Face over the past 3.5+ years has allowed me to identify what technical areas truly interest me! In turn, that has allowed me to directly

Highlights: Reflects on how working at Hugging Face helped identify technical interests.

Worth reading: Provides insight into the career growth and focus areas of a machine learning engineer at a leading AI company.

LLMDeploymentTooling
sayakpaul
Sayak Paul

@sayakpaul

Working at Hugging Face over the past 3.5+ years has allowed me to identify what technical areas truly interest me! In turn, that has allowed me to directly...

Highlights: Reflection on how working at Hugging Face helped identify technical interests.

Worth reading: Provides insight into career growth and focus areas in AI/ML.

Fine-tuning
sayakpaul
Sayak Paul

@sayakpaul

We're shipping an elaborate guide on how to profile diffusion pipelines in Diffusers to set them...

Highlights: Announcement of a guide for profiling diffusion pipelines in Diffusers.

Worth reading: Useful for practitioners optimizing diffusion models.

DeploymentTooling
sayakpaul
Sayak Paul

@sayakpaul

Working at Hugging Face over the past 3.5+ years has allowed me to identify what technical areas truly interest me! In turn, that has allowed me to directly

Highlights: Sayak Paul reflects on how his time at Hugging Face helped him identify his technical interests.

Worth reading: Shows how working at a leading AI company can clarify one's technical passions.

LLMInfra
sayakpaul
Sayak Paul

@sayakpaul

Had a nice time chatting about the state of diffusion models and some text-to-image data shenanigans at

Highlights: Discussed diffusion models and text-to-image data issues in a chat.

Worth reading: Provides insights into current challenges in text-to-image generation.

Multi-modal
sayakpaul
Sayak Paul

@sayakpaul

Details:

Highlights: Posted a tweet with details, but content is truncated.

Worth reading: Potentially contains important details about a topic.

sayakpaul
Sayak Paul

@sayakpaul

Working at Hugging Face over the past 3.5+ years has allowed me to identify what technical areas truly interest me! In turn, that has allowed me to directly

Highlights: Sayak reflects on how his role at Hugging Face helped clarify his technical interests.

Worth reading: Demonstrates career growth and focus areas in ML.

Infra
sayakpaul
Sayak Paul

@sayakpaul

Had a nice time chatting about the state of diffusion models and some text-to-image data shenanigans at

Highlights: Discussed diffusion models and text-to-image data issues.

Worth reading: Insight into current challenges in image generation.

Multi-modal
sayakpaul
Sayak Paul

@sayakpaul

Details:

Highlights: A post with details, possibly about a project or event.

Worth reading: May contain technical details relevant to ML.

Infra
sayakpaul
Sayak Paul

@sayakpaul

For me, it was Keras among other things that inspired me to take up deep learning as a potential

Highlights: Keras inspired his deep learning journey.

Worth reading: Personal motivation story from a Hugging Face engineer.

Fine-tuning
sayakpaul
Sayak Paul

@sayakpaul

Working at Hugging Face over the past 3.5+ years has allowed me to identify what technical areas truly interest me! In turn, that has allowed me to directly

Highlights: Reflecting on 3.5+ years at Hugging Face, Sayak Paul notes that the experience helped him identify his true technical interests.

Worth reading: Provides insight into how working at a leading AI company can shape one's technical focus.

Multi-modal
sayakpaul
Sayak Paul

@sayakpaul

Working at Hugging Face over the past 3.5+ years has allowed me to identify what technical areas truly interest me! In turn, that has allowed me to directly

Highlights: Sayak reflects on his time at Hugging Face and how it helped him identify his technical interests.

Worth reading: Provides insight into his career growth and focus areas.

Fine-tuningDeployment
sayakpaul
Sayak Paul

@sayakpaul

Based on.

Highlights: A short post beginning with 'Based on'.

Worth reading: May indicate a follow-up or continuation of a previous discussion.

LLM
sayakpaul
Sayak Paul

@sayakpaul

My presentation at the @PyTorch Conf EU is now live. It's an exciting piece given its emphasis on how we make Diffusers play quite well w/ `torch.compile`

Highlights: Announces a live presentation at PyTorch Conf EU about integrating Diffusers with torch.compile.

Worth reading: Highlights technical work on performance optimization for diffusion models.

DeploymentTooling
sayakpaul
Sayak Paul

@sayakpaul

Install `diffusers` from source and start using Kontext from @bfl_ml 🧨 Use your favorite optims, too :) Training is also supported (@linoy_tsaban and yours truly) 🤗

Highlights: Announces support for Kontext from Black Forest Labs in diffusers, with training support.

Worth reading: Shows integration of new video model into Hugging Face diffusers, enabling training and optimization.

Multi-modalFine-tuningDeployment
sayakpaul
Sayak Paul

@sayakpaul

Release notes: Release Diffusers 0.34.0: New Image and Video Models, Better torch.

Highlights: Announcement of Diffusers 0.34.0 release with new models and improvements.

Worth reading: Key update for Hugging Face Diffusers library users.

Tooling
sayakpaul
Sayak Paul

@sayakpaul

Release notes: Release Diffusers 0.34.0: New Image and Video Models, Better torch.

Highlights: Announcement of Diffusers 0.34.0 release with new image and video models and improved torch support.

Worth reading: Highlights a significant update in the Hugging Face Diffusers library, relevant for AI/ML practitioners.

Multi-modalDeploymentTooling
sayakpaul
Sayak Paul

@sayakpaul

Release notes: Release Diffusers 0.34.0: New Image and Video Models, Better torch.

Highlights: Announced the release of Diffusers 0.34.0 with new image and video models and improved torch support.

Worth reading: Highlights a significant update to a popular library for diffusion models.

DeploymentTooling
sayakpaul
Sayak Paul

@sayakpaul

Release notes: Release Diffusers 0.34.0: New Image and Video Models, Better torch.

Highlights: Announces Diffusers 0.34.0 release with new image and video models and torch improvements.

Worth reading: Highlights key updates in the popular diffusers library for generative AI.

Multi-modalDeploymentInfra
sayakpaul
Sayak Paul

@sayakpaul

Based on ...

Highlights: Tweet starting with 'Based on' (content truncated in search).

Worth reading: Likely references a technical basis for a project or idea.

LLM
sayakpaul
Sayak Paul

@sayakpaul

2 years at HF today. Incredibly grateful for the mixed bag of opportunities I have been

Highlights: Reflection on two years at Hugging Face.

Worth reading: Personal career milestone from a prominent ML engineer.

Deployment
sayakpaul
Sayak Paul

@sayakpaul

Release notes: Release Diffusers 0.34.0: New Image and Video Models, Better torch.

Highlights: Announcement of Diffusers 0.34.0 release with new models and improvements.

Worth reading: Important update for users of Hugging Face Diffusers library.

DeploymentTooling
sayakpaul
Sayak Paul

@sayakpaul

Release notes: Release Diffusers 0.34.0: New Image and Video Models, Better torch.

Highlights: Announced Diffusers 0.34.0 release with new image/video models and torch improvements.

Worth reading: Highlights important updates in the Diffusers library for ML practitioners.

DeploymentTooling
sayakpaul
Sayak Paul

@sayakpaul

Release notes: Release Diffusers 0.34.0: New Image and Video Models, Better torch.

Highlights: Announcement of Diffusers 0.34.0 release with new image and video models and improved PyTorch support.

Worth reading: Highlights ongoing development in Hugging Face's diffusion models library.

Multi-modalDeployment
sayakpaul
Sayak Paul

@sayakpaul

Had a nice time chatting about the state of diffusion models and some text-to-image data shenanigans at

Highlights: Sayak discussed diffusion models and text-to-image data issues.

Worth reading: Provides insight into current state and challenges of diffusion models.

Multi-modal
sayakpaul
Sayak Paul

@sayakpaul

Had a nice time chatting about the state of diffusion models and some text-to-image data shenanigans at

Highlights: Discussion on diffusion models and text-to-image data issues.

Worth reading: Insights into current challenges in generative AI.

Multi-modal
sayakpaul
Sayak Paul

@sayakpaul

Had a nice time chatting about the state of diffusion models and some text-to-image data shenanigans at

Highlights: Sayak Paul discussed diffusion models and text-to-image data issues.

Worth reading: Provides insight into current challenges and developments in generative AI.

Multi-modal
sayakpaul
Sayak Paul

@sayakpaul

For me, it was Keras among other things that inspired me to take up deep learning as a potential

Highlights: Sayak credits Keras for inspiring his deep learning journey.

Worth reading: Shows personal motivation and influence of accessible tools.

Tooling
3 repos · 57 x-posts · All time