LLMLingua vs incubator-xtable

LLMLingua

To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss. (by microsoft)

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Source Code

llmlingua.com

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incubator-xtable

Apache XTable (incubating) is a cross-table converter for lakehouse table formats that facilitates interoperability across data processing systems and query engines. (by apache)

apache-hudi apache-iceberg delta-lake

Source Code

xtable.apache.org

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LLMLingua		incubator-xtable
	Project
3	Mentions	5
3,880	Stars	692
16.3%	Growth	10.4%
8.2	Activity	9.3
7 days ago	Latest Commit	8 days ago
Python	Language	Java
MIT 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.

LLMLingua

Posts with mentions or reviews of LLMLingua. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-25.

FLaNK AI Weekly 25 March 2025
30 projects | dev.to | 25 Mar 2024
FLaNK 25 December 2023
33 projects | dev.to | 26 Dec 2023
LLMLingua: Compressing Prompts for Faster Inferencing
1 project | news.ycombinator.com | 18 Dec 2023

incubator-xtable

Posts with mentions or reviews of incubator-xtable. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-22.

FLaNK AI-April 22, 2024
28 projects | dev.to | 22 Apr 2024
FLaNK AI Weekly 25 March 2025
30 projects | dev.to | 25 Mar 2024
FLaNK Stack Weekly for 20 Nov 2023
37 projects | dev.to | 20 Nov 2023
OneTable is now live | Table format interoperability is not a dream anymore
1 project | /r/dataengineering | 19 Nov 2023

I'm excited to share that the project is now live and I wanted to thank the project's early contributors. You can learn more by visiting the repo: https://github.com/onetable-io/onetable
Show HN: OneTable interop across Delta, Hudi, Iceberg
1 project | news.ycombinator.com | 15 Nov 2023

What are some alternatives?

When comparing LLMLingua and incubator-xtable you can also consider the following projects:

huh - Build terminal forms and prompts 🤷🏻‍♀️

email2phonenumber - A OSINT tool to obtain a target's phone number just by having his email address

Zolver - Automatic jigsaw puzzle solver

doris - Apache Doris is an easy-to-use, high performance and unified analytics database.

mergekit - Tools for merging pretrained large language models.

starrocks - StarRocks, a Linux Foundation project, is a next-generation sub-second MPP OLAP database for full analytics scenarios, including multi-dimensional analytics, real-time analytics, and ad-hoc queries. InfoWorld’s 2023 BOSSIE Award for best open source software.

k3s - Lightweight Kubernetes

sql-cli-for-apache-flink-docker - SQL CLI for Apache Flink® via docker-compose

kubernetes-client - Java client for Kubernetes & OpenShift

connectors - This library allows Scala and Java-based projects (including Apache Flink, Apache Hive, Apache Beam, and PrestoDB) to read from and write to Delta Lake.

spring-ai - An Application Framework for AI Engineering

Local-Data-LakeHouse - Sample Data Lakehouse deployed in Docker containers using Apache Iceberg, Minio, Trino and a Hive Metastore. Can be used for local testing.