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MergeMonster

An unsupervised merging algorithm for Transformers-based language models, using a list of phrases (both good and bad) and a fully automated strategy that strives to decrease (or increase) the probability of these phrases occurring in the final merge.

Code available here

This repo serves as a place to store various promising quantizations of merges produced by the Merge Monster.

Current variations

  • MergeMonster-7b - First model: Mistral 0.1, with the objective to reduce overused GPT style roleplaying phrases.
  • MergeMonster-13b - First model: MythoMax, with the objective to reduce overused GPT style roleplaying phrases.
  • MergeMonster-Decensored-7b - First model: Mistral 0.1, with the objective to reduce refusals on a global level.
  • MergeMonster-Decensored-13b - First model: MythoMax, with the objective to reduce refusals on a global level.
  • MergeMonster-WritingStyle-7b - First model: Mistral 0.1, with the singular goal to increase the chance of completing a nicely written roleplaying paragraph.
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Collection including Gryphe/MergeMonster