Top 9 Python foundation-model Projects

guardrails

13 3,284 9.9 Python

Adding guardrails to large language models.

Project mention: Guardrails AI | news.ycombinator.com | 2023-12-30

InternGPT

5 3,121 8.8 Python

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)

Project mention: How do I use the programs on Github? | /r/github | 2023-06-16

You can also create an issue and ask the developers for help.

InfluxDB

www.influxdata.com sponsored

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.
InternImage

3 2,299 6.9 Python

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

1 879 5.6 Python

[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

SEED

1 464 8.5 Python

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

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

https://github.com/AILab-CVC/SEED -

VideoMAEv2

1 396 4.1 Python

[CVPR 2023] VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking
visual-med-alpaca

2 337 6.0 Python

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

Project mention: Local medical LLM | /r/LocalLLaMA | 2023-06-09

WorkOS

workos.com sponsored

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.
llama-classification

1 90 3.2 Python

Text classification with Foundation Language Model LLaMA

Project mention: zero-shot / few-shot / fine-tuning classification with Llama? | /r/LocalLLaMA | 2023-05-22

sh0416/llama-classification: Text classification with Foundation Language Model LLaMA (github.com)

loopquest

1 26 8.0 Python

A Production Tool for Embodied AI

Project mention: LoopQuest: A Production Tool for Embodied AI | news.ycombinator.com | 2023-10-11

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).