Merges
Collection
Experimental LLM merging
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1292 items
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Updated
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7
Merge of top 7B models with SLERP method.
mergekit is a toolkit for merging pre-trained language models. mergekit uses an out-of-core approach to perform unreasonably elaborate merges in resource-constrained situations. Merges can be run entirely on CPU or accelerated with as little as 8 GB of VRAM. Many merging algorithms are supported, with more coming as they catch my attention.