Show HN: Modular Diffusion – A Modular Python Library for Diffusion Models https://ift.tt/8PGVhNS

Show HN: Modular Diffusion – A Modular Python Library for Diffusion Models Hello everyone! I've been working on this project for a few months as part of my thesis in Machine Learning. It's meant to be a library that provides an easy-to-use but flexible API to design and train Diffusion Models. I decided to make it because I wanted to quickly prototype a Diffusion Model but there were no good tools to do it with. I think it really can help people prototype their own Diffusion Models a lot faster and only in a few lines of code. The base idea is to have a Model class that takes different modules corresponding to the different aspects of the Diffusion Model process (noise schedule, noise type, denoising network, loss function, guidance, etc.) and allow the user to mix and match different modules to achieve different results. The library ships with a bunch of prebuilt modules and the plan is to add many more. I also made it super easy to implement your own modules, you just need to extend from one of the base classes available. Contrary to HuggingFace Diffusers, this library is focused on designing and training your own Diffusion Models rather than finetuning pretrained ones (although this is possible). I would really appreciate your feedback. https://ift.tt/o1Sl9rh September 2, 2023 at 07:46PM

Show HN: npm i novel – open-source Notion-style editor https://ift.tt/fyMBEYc

Show HN: npm i novel – open-source Notion-style editor https://ift.tt/VWme1CZ September 1, 2023 at 10:54PM

Show HN: Backend for LLM coding copilots https://ift.tt/O4pfocU

Show HN: Backend for LLM coding copilots https://e2b.dev/docs September 1, 2023 at 09:54PM

Show HN: esbuild-config − Config files for esbuild https://ift.tt/q9jPJ0e

Show HN: esbuild-config − Config files for esbuild https://ift.tt/aQETW2t August 30, 2023 at 08:52PM

Show HN: An Immersive Game of Thrones Multiverse Experience https://ift.tt/3DmX4ks

Show HN: An Immersive Game of Thrones Multiverse Experience Alpha Version Demo: https://ift.tt/V9D0EwF Twitter: https://twitter.com/ThronesMultiV/status/1697440568874348953 We're here to present an experimental product empowered by the blend of Stable Diffusion and ChatGPT! Dive into Westeros like never before. Our experimental product offers an immersive storytelling experience where you play a pivotal role in shaping the narrative. Ever wondered if the ending of the final seasons of Game of Thrones could've been different? Now's your chance to twist the tale. Current Features : - AI-driven alternative endings starting from the end of S7. - Real-time story interventions, allowing you to change the plotline as you read. What's Next : - Continuous enhancements to refine and polish the storytelling experience. - And yes, we're contemplating open-sourcing the project – giving back to this amazing community and encouraging further innovation. We truly believe in the power of collaboration. If you have feedback, suggestions, or just want to geek out about Westeros, shoot us an email at ready2play.contact@gmail.com ! Additionally, if you're as passionate about AI and storytelling as we are, we'd love for you to collaborate with us on this exciting project. Remember, winter is coming, but with AI, the possibilities are endless. Stay excited and stay kind! Valar Morghulis! https://ift.tt/V9D0EwF September 1, 2023 at 10:38AM

MTA Board of Directors Welcomes Lydia So

MTA Board of Directors Welcomes Lydia So
By Stephen Chun

Lydia So, a championed public servant, advocate for the AAPI community and an accomplished urban planner, designer and architect, has joined the SFMTA’s Board of Directors. She was appointed in June 2023 and sworn in by Mayor London Breed on Aug. 23, 2023, at Central Subway’s Chinatown Rose Pak Station, in line with her personal connection with the Chinatown community.  

So was born in Hong Kong and is fluent in Chinese (Cantonese). She is the founder of the architecture firm SOLYD Architecture, Management and Design. She is a former Historic Preservation Commissioner for the San Francisco Planning Department where she voted in favor of the Potrero Yard Modernization Project that is expected to bring hundreds of housing units to our city while maintaining the functions of the SFMTA. She was the first Chinese American Historic Preservation Commissioner, implemented the Planning Department’s Racial and Social Equity policy and oversaw a citywide survey on neighborhood streetscapes and buildings.  

So served on the San Francisco Arts Commission and provided a vision for city planning and public art, improved the design quality of city owned properties and regulated the 1%-for-art-program.  

Additionally, she served as liaison to the Mayor’s Office of Housing and Community Development, where she advised on design quality and equity and advocated for affordable housing production.  

As one of the few AAPI woman architects promoted to Associate at Skidmore, Owings & Merrill, So was a trailblazer as she honed her design skills and mastered the technical aspects of architecture and engineering practice.  Her global experience includes helping design of some of the world’s tallest buildings, most advanced life science buildings and the world’s first all glass spiral staircase.     

A strong believer that public transit connects communities, So can draw on her unique background in design, urban planning and land use to shape transportation policy and transit-related priorities. She is committed to carrying the SFMTA through the city’s economic recovery and prioritizes equity, safety on Muni and our streets, and fighting climate change.  

SFMTA Board of Directors  

The SFMTA is governed by a seven-member Board of Directors who are appointed by the mayor and confirmed by the San Francisco Board of Supervisors. The SFMTA Board of Directors provides policy oversight in accordance with the San Francisco Charter and the Transit-First Policy and serves as members of the San Francisco Parking Authority. The SFMTA Board of Directors generally meets on the first and third Tuesday of each month at 1 p.m. Meetings are open to everyone and are streamed live through SFGovTV. Additional information such as agendas, resolutions and legislation passed by the Board can be accessed at SFMTA Board page (SFMTA.com/Board). 

Published September 02, 2023 at 12:02AM
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Show HN: Automating Job Search with AI https://ift.tt/Ltn4Ril

Show HN: Automating Job Search with AI This is a personal experiment that uses LLMs to rank unstructured job posting data based on user-defined criteria. Traditional job search platforms rely on rigid filtering systems, but many users lack such concrete criteria. One of the superpowers of LLMs is understanding unstructured data, like the job postings in the monthly "Ask HN: who's hiring" threads. So i built a little tool that lets you define your preferences in a more natural way and then rates each job postings based on the relevance. It's far from perfect (especially with gpt-3.5), but still helps to cut through a lot of noise. https://ift.tt/gIw4Vmn September 1, 2023 at 11:31PM