mergekit
incubator-xtable
| mergekit | incubator-xtable | |
|---|---|---|
| 6 | 5 | |
| 3,521 | 692 | |
| 18.7% | 10.4% | |
| 9.2 | 9.3 | |
| 5 days ago | 6 days ago | |
| Python | Java | |
| GNU Lesser General Public License v3.0 only | Apache License 2.0 |
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 -
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
incubator-xtable
- FLaNK AI-April 22, 2024
- FLaNK AI Weekly 25 March 2025
- FLaNK Stack Weekly for 20 Nov 2023
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OneTable is now live | Table format interoperability is not a dream anymore
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
What are some alternatives?
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