TornadoVM
StableStudio
| TornadoVM | StableStudio | |
|---|---|---|
| 22 | 18 | |
| 1,120 | 8,399 | |
| 1.4% | 1.3% | |
| 9.9 | 5.6 | |
| about 15 hours ago | 6 days ago | |
| Java | TypeScript | |
| Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
TornadoVM
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Intel Gaudi 3 AI Accelerator
You don't need to use C++ to interface with CUDA or even write it.
A while ago NVIDIA and the GraalVM team demoed grCUDA which makes it easy to share memory with CUDA kernels and invoke them from any managed language that runs on GraalVM (which includes JIT compiled Python). Because it's integrated with the compiler the invocation overhead is low:
https://developer.nvidia.com/blog/grcuda-a-polyglot-language...
And TornadoVM lets you write kernels in JVM langs that are compiled through to CUDA:
https://www.tornadovm.org
There are similar technologies for other languages/runtimes too. So I don't think that will cause NVIDIA to lose ground.
- Java VectorAPI compatiblity with TornadoVM GPU programming framework
- Java GPU pre/post processing with ONNX RT and TornadoVM
- FLaNK Stack 05 Feb 2024
- FLaNK 25 December 2023
- GPU Acceleration for Python, JavaScript, Ruby from Java with Truffle
- TornadoVM v1.0 Released
- TornadoVM 1.0
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From CPU to GPU and FPGAs: Supercharging Java Applications with TornadoVM [video]
Presented by Juan Fumero, PhD & Research Fellow (The University of Manchester, UK) during the JVM Language Summit 2023 (Santa Clara CA).
More information on TornadoVM can be found at https://www.tornadovm.org/
Tags: #Java #JVMLS #GPU #FPGA #OpenJDK #GraalVM #AI
StableStudio
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Having a super hard time to integrate StableStudio with Stable-Diffusion (local installation).
Make a basic implement for webui plugin by jtydhr88 · Pull Request #24 · Stability-AI/StableStudio (github.com)
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SD XL local install
You can actually use it in A1111 webui right now if you install the stable-studio-webui extension. It's not as good as a true local install will be, but you can at least do things you can't do with Clipdrop like change the resolution, sampler, steps, CFG, etc.
- StableStudio: Community Interface for Generative AI
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What presets does DreamStudio use?
Hi all, I'm trying to figure out what prompt engineering Stability uses in their DreamStudio and StableStudio (opensource) tools. I've been going through their code, but I can't quite seem to find it. It would think they are somewhere in this folder (https://github.com/Stability-AI/StableStudio/tree/main/packages/stablestudio-ui/src/Generation/Image/Style), but no luck. Anyone know how I could find them?
- Stability-AI StableStudio
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Is there ever going to be a webui for IF?
Yes! I just created an issue to get this implemented as a plugin for StableStudio: https://github.com/Stability-AI/StableStudio/issues/69
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Stability AI (the company behind Stable Diffusion) just release StableStudio, an open-source version of DreamStudio (their AI-powered design studio)
Link to their GitHub here
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Anyone looking forward to "The Singularity Papers"?
StabilityAI releases opensource text-to-image software, but even if that weren't the case, there are opensource interfaces and a plethora of image models that run locally.
- FLaNK Stack Weekly for 22 May 2023
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Show HN: Launch StableStudio local inference in one commmand
`pip install imaginairy --upgrade && aimg server`
As a reminder StableStudio is the new open-source version of DreamStudio from stability.ai. https://github.com/Stability-AI/StableStudio
What are some alternatives?
Aparapi - The New Official Aparapi: a framework for executing native Java and Scala code on the GPU.
stable-diffusion-webui-ux - Stable Diffusion web UI UX
openapi4j - OpenAPI 3 parser, JSON schema and request validator.
bucket4j - Java rate limiting library based on token-bucket algorithm.
GraalVMREPL - REPL (read–eval–print loop) shell built on top of JavaFX and GraalVM stack, incorporating GraalJS, GraalPython, TruffleRuby and FastR
pezzo - 🕹️ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more.
kattlo-cli - Kattlo CLI Project
cdQnA - repository for documents and studies about closed domain question and answering with LLM
junodb - JunoDB is PayPal's home-grown secure, consistent and highly available key-value store providing low, single digit millisecond, latency at any scale.
docker-compose-viz - Docker compose graph visualization
jr - JR: streaming quality random data from the command line
SecondShiftAugie - Second Shift Augie is a sassy and sarcastic AI assistant that helps answer questions and summarize YouTube videos. It has several different features, including text-to-speech functionality, and the ability to answer questions about its own code with the !selfreflect command.