Meet MergeKit v0.1: Expanded Model Support, Arcee Fusion, & Multi-GPU Acceleration
Blog post from Arcee AI
Arcee AI, in collaboration with MergeKit creator Charles Goddard, celebrates the one-year anniversary of their partnership by unveiling significant updates to the MergeKit tool. MergeKit v0.1 now supports a wider range of models, including arbitrary transformers and raw PyTorch models, enhancing its flexibility and immediacy in model merging. A key feature of this release is the introduction of Arcee Fusion, a selective merging method that intelligently integrates meaningful changes between models to preserve stability. The update also includes multi-GPU execution capabilities for faster processing and a transition to a Business Source License (BSL) to balance open access with sustainable development. The licensing change ensures the long-term viability of MergeKit by requiring commercial licenses for large corporations while maintaining free access for personal and research use, aiming to continue fostering innovation in model merging.
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