Top 8 Python google-colab Projects

mixtral-offloading

3 2,230 8.7 Python

Run Mixtral-8x7B models in Colab or consumer desktops

Project mention: DBRX: A New Open LLM | news.ycombinator.com | 2024-03-27

Waiting for Mixed Quantization with MQQ and MoE Offloading [1]. With that I was able to run Mistral 8x7B on my 10 GB VRAM rtx3080... This should work for DBRX and should shave off a ton of VRAM requirement.
1. https://github.com/dvmazur/mixtral-offloading?tab=readme-ov-...

awesome-colab-notebooks

5 1,205 5.3 Python

Collection of google colaboratory notebooks for fast and easy experiments
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.
colab-ssh

1 923 1.8 Python

Connect to Google Colab using SSH
LLaMA-LoRA-Tuner

6 422 7.9 Python

UI tool for fine-tuning and testing your own LoRA models base on LLaMA, GPT-J and more. One-click run on Google Colab. + A Gradio ChatGPT-like Chat UI to demonstrate your language models.

Project mention: [P] Uptraining a pretrained model using company data? | /r/MachineLearning | 2023-05-25

colabctl

1 247 0.0 Python

Google Colaboratory background/task executioner & controller.
DA-RetinaNet

2 59 6.1 Python

Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'
DA-Faster-RCNN

1 47 5.4 Python

Detectron2 implementation of DA-Faster R-CNN, Domain Adaptive Faster R-CNN for Object Detection in the Wild
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.
audio-plot-lib

1 25 4.7 Python

This library provides graph sonification functions and has been developed for a project named "Data science and machine learning resources for screen reader users". Please refer to the project page for more details.

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).