mergekit
LLMLingua
mergekit | LLMLingua | |
---|---|---|
6 | 3 | |
3,521 | 3,880 | |
18.7% | 16.3% | |
9.2 | 8.2 | |
6 days ago | 5 days ago | |
Python | Python | |
GNU Lesser General Public License v3.0 only | MIT License |
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.
mergekit
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Language Models Are Super Mario: Absorbing Abilities from Homologous Models
For others like me who’d not heard of merging before, this seems to be one tool[0] (there may be others)
[0] https://github.com/arcee-ai/mergekit
- FLaNK AI Weekly 25 March 2025
- Tools for merging pretrained large language models
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Blending Is All You Need: Cheaper, Better Alternative to Trillion-Parameters LLM
mergekit is the tool you need to do this
https://github.com/cg123/mergekit
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Iambe-RP-20b: An uncensored L2 Frankenstein model directly trained with RP-oriented cDPO
I actually asked the creator of mergekit a question here. In his response, I learned how to use task_arithmetic to isolate the deltas. One could, in theory, use WANDA on that model from the second example, then merge it back into another model. However, that's firmly past the frontier of what has been tried, so experimentation might be messy.
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LLMs cannot find reasoning errors, but can correct them
Ah, actually reviewing that more closely I found a link to it in the acknowledgements.
https://github.com/cg123/mergekit
LLMLingua
What are some alternatives?
Finetune_LLMs - Repo for fine-tuning Casual LLMs
huh - Build terminal forms and prompts 🤷🏻♀️
xTuring - Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6
Zolver - Automatic jigsaw puzzle solver
task_vectors - Editing Models with Task Arithmetic
k3s - Lightweight Kubernetes
difftastic - a structural diff that understands syntax 🟥🟩
kubernetes-client - Java client for Kubernetes & OpenShift
makeMoE - From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)
spring-ai - An Application Framework for AI Engineering
LaVague - Large Action Model framework to turn natural language into browser actions
microagents - Agents Capable of Self-Editing Their Prompts / Python Code