torchtune vs datafaker

torchtune

A Native-PyTorch Library for LLM Fine-tuning (by pytorch)

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datafaker

Generating fake data for the JVM (Java, Kotlin, Groovy) has never been easier! (by datafaker-net)

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datafaker.net

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torchtune		datafaker
	Project
3	Mentions	16
3,313	Stars	1,049
19.3%	Growth	3.2%
9.8	Activity	9.4
1 day ago	Latest Commit	3 days ago
Python	Language	Java
BSD 3-clause "New" or "Revised" License	License	Apache License 2.0

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.

torchtune

Posts with mentions or reviews of torchtune. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-29.

FLaNK AI Weekly for 29 April 2024
44 projects | dev.to | 29 Apr 2024
Meta Llama 3
10 projects | news.ycombinator.com | 18 Apr 2024

Integration with https://github.com/pytorch/torchtune
A Native-PyTorch Library for LLM Fine-Tuning
1 project | news.ycombinator.com | 21 Mar 2024

datafaker

Posts with mentions or reviews of datafaker. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-29.

FLaNK AI Weekly for 29 April 2024
44 projects | dev.to | 29 Apr 2024
Built a library to help generate test pojos with relevant but random data. I’d love some feedback.
7 projects | /r/java | 30 Apr 2023

Looks like that link doesn't actually go where it says, try this https://github.com/datafaker-net/datafaker
The Icculus Microgrant is giving out 250 dollar grants to open source projects, please brag about your project(s) in this thread so I can see them!
63 projects | /r/programming | 3 Mar 2023

Give it a try https://github.com/datafaker-net/datafaker
datafaker VS holodb - a user suggested alternative
2 projects | 8 Jan 2023
Instancio 2.2.0 released
5 projects | /r/java | 3 Jan 2023

Looks a lot like DataFaker Any pros and cons or differences compared to this?
Datafaker: Generating fake data for the Java, Kotlin, Scala
1 project | news.ycombinator.com | 30 Nov 2022
Java: Automating data setup in unit tests
2 projects | /r/java | 31 Oct 2022

Great library, and thanks for sharing. I maintain something add similar but different (https://www.datafaker.net), and it would be interesting to be able to use these libraries together for example.
Show HN: UI Filler – placeholders for your designs
5 projects | news.ycombinator.com | 30 Jun 2022
Seasoned java developer here. Planning to learn Kotlin. What are some good open source Kotlin projects I can contribute to?
3 projects | /r/Kotlin | 12 Jun 2022

For example, I run a project (https://www.datafaker.net), which is currently a Java application, but we'd like to extend it with a Kotlin module.
Open source Java projects
5 projects | /r/java | 24 Feb 2022

I'm running a project myself, https://www.datafaker.net, a project to generate real looking test data.

What are some alternatives?

When comparing torchtune and datafaker you can also consider the following projects:

plandex - AI driven development in your terminal. Designed for large, real-world tasks.

Java Faker - Brings the popular ruby faker gem to Java

JSON-Schema Faker - JSON-Schema + fake data generators

instancio - A library that creates fully populated objects for your unit tests.

Apache Camel - Apache Camel is an open source integration framework that empowers you to quickly and easily integrate various systems consuming or producing data.

Mockneat - MockNeat - the modern faker lib.

wp-plugin-leaflet-map - Add leaflet maps to Wordpress with shortcodes

Quarkus - Quarkus: Supersonic Subatomic Java.

course-plan - 📜 Haskell course info, plan, video lectures, slides

cargo-show-asm - cargo subcommand showing the assembly, LLVM-IR and MIR generated for Rust code

semver - Semantic Versioning Specification

Gwion - :musical_note: strongly-timed musical programming language