Python aigc

Open-source Python projects categorized as aigc
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Topics: stable-diffusion diffusers diffusion-models text-to-video diffusion-model
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Top 14 Python aigc Projects

  • PaddleNLP

    👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

  • GPTCache

    Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

    • Project mention: Ask HN: What are the drawbacks of caching LLM responses? | news.ycombinator.com | 2024-03-15

    Just found this: https://github.com/zilliztech/GPTCache which seems to address this idea/issue.

  • 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.

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  • awesome-open-gpt

    Collection of Open Source Projects Related to GPT，GPT相关开源项目合集🚀、精选🔥🔥

    • Project mention: The best free ChatGPT alternatives | /r/ArtificialInteligence | 2023-06-20

    Extract from awesome-open-gpt

  • YiVal

    Your Automatic Prompt Engineering Assistant for GenAI Applications

    • Project mention: YiVal——Unlocking Your Data's Power to Create Customized GenAI Apps | /r/u_YiVal | 2023-11-16

    - 🤖Github:https://github.com/YiVal/YiVal/pull/189

  • DreamCraft3D

    [ICLR 2024] Official implementation of DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

    • Project mention: AI Image Generator Transforms 2D Images into 3D Images | news.ycombinator.com | 2023-11-07

  • zero123plus

    Code repository for Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.

    • Project mention: Zero123: A Single Image to Consistent Multi-View Diffusion Base Model | news.ycombinator.com | 2023-10-27

  • StableVideo

    [ICCV 2023] StableVideo: Text-driven Consistency-aware Diffusion Video Editing

    • Project mention: MagicEdit: High-Fidelity Temporally Coherent Video Editing | news.ycombinator.com | 2023-08-29

    Looks like its building on the same concepts as stable video.

    https://github.com/rese1f/StableVideo

  • 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.

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  • FollowYourPose

    [AAAI 2024] Follow-Your-Pose: This repo is the official implementation of "Follow-Your-Pose : Pose-Guided Text-to-Video Generation using Pose-Free Videos"

  • ControlNet-for-Diffusers

    Transfer the ControlNet with any basemodel in diffusers🔥

  • Lora-for-Diffusers

    The most easy-to-understand tutorial for using LoRA (Low-Rank Adaptation) within diffusers framework for AI Generation Researchers🔥

  • Text2Video

    ICASSP 2022: "Text2Video: text-driven talking-head video synthesis with phonetic dictionary".

  • LAMP

    Official implement code of LAMP: Learn a Motion Pattern by Few-Shot Tuning a Text-to-Image Diffusion Model (Few-shot-based text-to-video diffusion)

    • Project mention: List of Stable Diffusion research softwares that I don't think gotten widespread adoption. | /r/StableDiffusion | 2023-12-10

  • Text2Poster-ICASSP-22

    Official implementation of the ICASSP-2022 paper "Text2Poster: Laying Out Stylized Texts on Retrieved Images"

  • ReuseAndDiffuse

    Reuse and Diffuse: Iterative Denoising for Text-to-Video Generation

    • Project mention: Reuse and Diffuse: Creating More Video Frames from Few with 'VidRD' | /r/StableDiffusion | 2023-10-18

    Code: https://github.com/anonymous0x233/ReuseAndDiffuse

  • SaaSHub

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

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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).

Python aigc related posts

Index

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

Project Stars
1 PaddleNLP 11,423
2 GPTCache 6,406
3 awesome-open-gpt 5,035
4 YiVal 2,429
5 DreamCraft3D 1,799
6 zero123plus 1,437
7 StableVideo 1,323
8 FollowYourPose 1,012
9 ControlNet-for-Diffusers 757
10 Lora-for-Diffusers 697
11 Text2Video 408
12 LAMP 220
13 Text2Poster-ICASSP-22 191
14 ReuseAndDiffuse 35

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