mergekit
pretzelai
| mergekit | pretzelai | |
|---|---|---|
| 6 | 4 | |
| 3,521 | 1,432 | |
| 18.7% | - | |
| 9.2 | 8.2 | |
| 6 days ago | 14 days ago | |
| Python | TypeScript | |
| 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
-
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.
-
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
pretzelai
- Using Google Sheets as the back end/APIs of your app
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Show HN: WhatTheDuck – open-source, in-browser SQL on CSV files
Cool stuff, we are also building in the space, currently adding Python support with Pyodide. I would recommend you add your live website at the top of the README so people can find it easily (we had a lot of views that way for https://github.com/pretzelai/pretzelai). Also, we added a simple text2sql "Ask AI" that users loved, maybe your users will like it too.
- FLaNK AI Weekly 25 March 2025
- Show HN: Open-source, browser-local data exploration using DuckDB-WASM and PRQL
What are some alternatives?
Finetune_LLMs - Repo for fine-tuning Casual LLMs
butterfly - 🦋Butterfly，A JavaScript/React/Vue2 Diagramming library which concentrate on flow layout field. (基于JavaScript/React/Vue2的流程图组件)
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
tad - A desktop application for viewing and analyzing tabular data
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.
spreadapi - Free REST API for Google Spreadsheet
task_vectors - Editing Models with Task Arithmetic
spring-ai - An Application Framework for AI Engineering
difftastic - a structural diff that understands syntax 🟥🟩
examples - This repository will contain examples of use cases that utilize Decodable streaming solution
makeMoE - From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)
LaVague - Large Action Model framework to turn natural language into browser actions