lida vs lorahub

lida

Automatic Generation of Visualizations and Infographics using Large Language Models (by microsoft)

Source Code

microsoft.github.io

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lorahub

The official repository of paper "LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition". (by sail-sg)

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lida		lorahub
	Project
6	Mentions	2
2,429	Stars	520
4.4%	Growth	5.0%
8.6	Activity	6.8
25 days ago	Latest Commit	6 months ago
Jupyter Notebook	Language	Python
MIT License	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

lida

Posts with mentions or reviews of lida. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-16.

Yes, Python and Matplotlib can make pretty charts
3 projects | news.ycombinator.com | 16 Apr 2024
📈 Data-driven strategy automation w/ LIDA
1 project | dev.to | 2 Apr 2024
Automatic Generation of Visualizations and Infographics with LLMs
3 projects | news.ycombinator.com | 29 Aug 2023

YOU MUST ALWAYS return code using the provided code template. DO NOT add notes or explanations." (https://github.com/microsoft/lida/blob/main/lida/components/...)
They prompted that things MUST be correct in their prompts and it reports any transformations it does to your data, it might give you some insight into its logic to test yourself against the data.
FLaNK Stack Weekly for 21 August 2023
18 projects | dev.to | 21 Aug 2023
LIDA – A library (and UI) for automatic generation of visualizations using LLMs
1 project | news.ycombinator.com | 17 Aug 2023

lorahub

Posts with mentions or reviews of lorahub. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-08-21.

FLaNK Stack Weekly for 21 August 2023
18 projects | dev.to | 21 Aug 2023
Huggingface for LoRA's?
1 project | /r/LocalLLaMA | 13 Aug 2023

arXiv GitHub

What are some alternatives?

When comparing lida and lorahub you can also consider the following projects:

FLaNK-HuggingFace-BLOOM-LLM - https://huggingface.co/bigscience/bloom into NiFi

timeseries-generator - A library to generate synthetic time series data by easy-to-use factors and generator

llama2-chatbot - LLaMA v2 Chatbot

poozle - A single API for product integrations

fin-llama - LLAMA specialized on finance

node-gtfs-realtime - Download GTFS-Realtime data as JSON. npx gtfs-realtime <url>

LLM-Training-Puzzles - What would you do with 1000 H100s...

ai-town - A MIT-licensed, deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize.

ml-fastvit - This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization" ICCV 2023

opendream - An extensible, easy-to-use, and portable diffusion web UI 👨‍🎨