Generative

Open-source projects categorized as Generative
Edit details
Language: + Python + JavaScript + Go + Ruby + Jupyter Notebook + TypeScript + Scala + C#
Topics: generative-art Art AI creative-coding Python
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
Sponsored

Top 23 Generative Open-Source Projects

  • h2ogpt

    Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://codellama.h2o.ai/

    • Project mention: Ask HN: How do I train a custom LLM/ChatGPT on my own documents in Dec 2023? | news.ycombinator.com | 2023-12-24

    As others have said you want RAG.

    The most feature complete implementation I've seen is h2ogpt[0] (not affiliated).

    The code is kind of a mess (most of the logic is in an ~8000 line python file) but it supports ingestion of everything from YouTube videos to docx, pdf, etc - either offline or from the web interface. It uses langchain and a ton of additional open source libraries under the hood. It can run directly on Linux, via docker, or with one-click installers for Mac and Windows.

    It has various model hosting implementations built in - transformers, exllama, llama.cpp as well as support for model serving frameworks like vLLM, HF TGI, etc or just OpenAI.

    You can also define your preferred embedding model along with various other parameters but I've found the out of box defaults to be pretty sane and usable.

    [0] - https://github.com/h2oai/h2ogpt

  • css-doodle

    🎨 A web component for drawing patterns with CSS.

    • Project mention: Drawing Patterns with CSS | news.ycombinator.com | 2023-10-11

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • generative-ai

    Sample code and notebooks for Generative AI on Google Cloud (by GoogleCloudPlatform)

    • Project mention: Google Imagen 2 | news.ycombinator.com | 2023-12-13

    I've used the code based on similar examples from GitHub [1]. According to docs [2], imagegeneration@005 was released on the 11th, so I guessed it's Imagen 2, though there are no confirmations.

    [1] https://github.com/GoogleCloudPlatform/generative-ai/blob/ma...

    [2] https://console.cloud.google.com/vertex-ai/publishers/google...

  • pts

    A library for visualization and creative-coding

  • h2o-llmstudio

    H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://h2oai.github.io/h2o-llmstudio/

    • Project mention: Paid dev gig: develop a basic LLM PEFT finetuning utility | /r/LocalLLaMA | 2023-06-02

  • vault-ai

    OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.

    • Project mention: I built an open source website that lets you upload large files, such as in-depth novels/ebooks or academic papers, and ask GPT4 questions based on your specific knowledge base. So far, I've tested it with long books like the Odyssey and random research PDFs, and I'm shocked at how incisive it is. | /r/ChatGPT | 2023-08-05

  • triangle

    Convert images to computer generated art using delaunay triangulation.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • mmgeneration

    MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

  • GeoPattern

    Create beautiful generative geometric background images from a string.

  • samila

    Generative Art Generator

  • gangealing

    Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)

  • generativeart

    Generative Art in Go (by jdxyw)

  • Pallaidium

    Generative AI for the Blender VSE: Text, video or image to video, image and audio in Blender Video Sequence Editor.

    • Project mention: Würstchen is here! A game changing, fastest high-resolution image generation model | /r/StableDiffusion | 2023-09-16

    Get Pallaidium for free here: https://github.com/tin2tin/Pallaidium

  • DIStage

    Productivity-oriented collection of lightweight fancy stuff for Scala toolchain

  • awesome-threejs

    3️⃣ A curated list of awesome ThreeJS resources

  • LLMUnity

    LLMUnity allows to integrate LLMs (Large Language Models) in the Unity engine.

  • Generative-Art

    A selection of generative art scripts written in Python (by JakobGlock)

  • pollinations

    Generate Art

    • Project mention: Netflix Queen Elizabeth generated by Chat GPT | /r/HolUp | 2023-12-11

    It literally says pollinations.ai in the bottom right

  • generative_music_playground

    Links for music + machine learning

  • anton

    anton is an open-source generative design framework built with Blender and Python

  • reflekt

    Reflective testing.

  • generative-art

    Generative art experiments (by anaulin)

  • glitch-image

    glitch image generator

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Generative related posts

Index

What are some of the best open-source Generative projects? This list will help you:

Project Stars
1 h2ogpt 10,398
2 css-doodle 5,461
3 generative-ai 5,396
4 pts 5,099
5 h2o-llmstudio 3,583
6 vault-ai 3,222
7 triangle 2,028
8 mmgeneration 1,801
9 GeoPattern 1,253
10 samila 1,063
11 gangealing 1,008
12 generativeart 880
13 Pallaidium 809
14 DIStage 605
15 awesome-threejs 544
16 LLMUnity 329
17 Generative-Art 299
18 pollinations 193
19 generative_music_playground 165
20 anton 152
21 reflekt 130
22 generative-art 119
23 glitch-image 71

Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com