Show HN: Modular Diffusion – A modular Python library for diffusion models https://ift.tt/Kkal7uv

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/LeFuRMv September 2, 2023 at 07:46PM

Show HN: npm i novel – open-source Notion-style editor https://ift.tt/a3gpsSc

Show HN: npm i novel – open-source Notion-style editor https://ift.tt/2qTQfYE September 1, 2023 at 10:54PM

Show HN: Nope Foundry, a FOSS framework for motion design, 2D compos and VFX https://ift.tt/bHxPJLK

Show HN: Nope Foundry, a FOSS framework for motion design, 2D compos and VFX https://ift.tt/jYve42z September 2, 2023 at 03:36AM

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

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/TbNXcMW

Show HN: esbuild-config − Config files for esbuild https://ift.tt/od51hBI August 30, 2023 at 08:52PM

Show HN: An Immersive Game of Thrones Multiverse Experience https://ift.tt/A74VmaE

Show HN: An Immersive Game of Thrones Multiverse Experience Alpha Version Demo: https://ift.tt/1wlvEnF 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/1wlvEnF September 1, 2023 at 10:38AM

Show HN: Automating Job Search with AI https://ift.tt/rWFHE4Z

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. You can define what you're looking for in simple terms and get a custom list ranked by relevance. It's not flawless (especially with cheaper models like gpt-3.5), but it's a lot better than searching through hundreds of listings manually. https://ift.tt/gcAInRe September 1, 2023 at 11:31PM