Muse Glimmer 30B Extended to 1M Context Using YaRN
August 11, 2026
Using two NVIDIA DGX Spark nodes and llama.cpp, Muse Glimmer 30B was extended from its native 131K context to 1M tokens via YaRN rope scaling. Tests verified successful retrieval across the expanded context window using K-Quant-Dynamic GGUF weights.
HOW THIS AFFECTS YOU
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builderYou can implement YaRN scaling to significantly expand the context window of existing 30B models.
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researcherThis validates the effectiveness of YaRN for scaling Muse Glimmer's context limits in multi-node setups.