Python foundation-model

Open-source Python projects categorized as foundation-model

Top 10 Python foundation-model Projects

foundation-model
  1. guardrails

    Adding guardrails to large language models.

    Project mention: Universal Personal Assistant with LLMs | dev.to | 2024-12-11

    On the other hand, LLMs can be tricked by sophisticated prompts into revealing their training data or generating inappropriate texts. This danger, especially harmful when the access to an LLM is public, emphasizes the importance of careful prompt and LLM answer moderation. Libraries that tackle this challenge are Guardrails and Guidance, and likewise, LLM invocation frameworks add functions to manage prompts more effectively.

  2. CodeRabbit

    CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.

    CodeRabbit logo
  3. InternGPT

    InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it supports DragGAN, ChatGPT, ImageBind, multimodal chat like GPT-4, SAM, interactive image editing, etc. Try it at igpt.opengvlab.com (支持DragGAN、ChatGPT、ImageBind、SAM的在线Demo系统)

  4. InternImage

    [CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

  5. GLEE

    [CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale (by FoundationVision)

    Project mention: FLaNK AI - 01 April 2024 | dev.to | 2024-04-01
  6. SEED

    Official implementation of SEED-LLaMA (ICLR 2024). (by AILab-CVC)

  7. VideoMAEv2

    [CVPR 2023] VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking

  8. model

    The Clay Foundation Model - An open source AI model and interface for Earth (by Clay-foundation)

    Project mention: Launch HN: Silurian (YC S24) – Simulate the Earth | news.ycombinator.com | 2024-09-16

    We build the equivalent for land, as a non-profit. It's basically a geo Transformer MAE model (plus DINO, plus matrioska, plus ...), but largest and most trained (35 trillion pixels roughly). Most importantly fully open source and open license. I'd love to help you replace land masks with land embeddings, they should significantly help downscale the local effects (e.g. forest versus city) that afaik most weather forecast simplify with static land cover classes at most. https://github.com/Clay-foundation/model

  9. SaaSHub

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

    SaaSHub logo
  10. visual-med-alpaca

    Visual Med-Alpaca is an open-source, multi-modal foundation model designed specifically for the biomedical domain, built on the LLaMa-7B.

  11. llama-classification

    Text classification with Foundation Language Model LLaMA

  12. loopquest

    A Production Tool for Embodied AI

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 foundation-model discussion

Log in or Post with

Python foundation-model related posts

  • Launch HN: Silurian (YC S24) – Simulate the Earth

    7 projects | news.ycombinator.com | 16 Sep 2024
  • I fixed the strawberry problem because OpenAI couldn't

    1 project | news.ycombinator.com | 13 Sep 2024
  • Guardrails AI

    1 project | news.ycombinator.com | 30 Dec 2023
  • Does anyone have an example of a langchain based customer facing agent like a cashier/waitress?

    1 project | /r/LangChain | 28 Jul 2023
  • Is there a UI that can limit LLM tokens to a preset list?

    3 projects | /r/LocalLLaMA | 10 Jul 2023
  • How do I use the programs on Github?

    2 projects | /r/github | 16 Jun 2023
  • A minimal design pattern for LLM-powered microservices with FastAPI & LangChain

    4 projects | /r/LocalLLaMA | 13 Jun 2023
  • A note from our sponsor - CodeRabbit
    coderabbit.ai | 9 Feb 2025
    Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR. Learn more →

Index

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

# Project Stars
1 guardrails 4,435
2 InternGPT 3,213
3 InternImage 2,584
4 GLEE 1,081
5 SEED 597
6 VideoMAEv2 570
7 model 406
8 visual-med-alpaca 379
9 llama-classification 112
10 loopquest 29

Sponsored
CodeRabbit: AI Code Reviews for Developers
Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
coderabbit.ai

Did you know that Python is
the 2nd most popular programming language
based on number of references?