Xyntetik-Kvist-14B
30B Model Halved to 14B, 95% Agent Capability Kept — Local on One Consumer GPU
A solo developer cut a 30B Muse-Glimmer model in half and distilled it to a 14B Xyntetik-Kvist-14B. 57 of 60 tool-call tasks pass; quantized, it fits
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Muse-Glimmer
4 articles tagged with this topic
Qwen3.8
Qwen3.8 Crashes After 30 Hours—Small Model Done in 3: Architecture Beats Scale
Qwen3.8 took 30 hours and failed 16 cases; Muse Glimmer finished in 3 hours with higher implicit-knowledge scores. Architecture beats parameter count.
DeepSeek
DeepSeek + vision: Reddit user's self-reviewing code workflow outpaces firms
A Reddit user pairs DeepSeek with a local vision model for self-reviewing code — open-source outpaces companies on multi-agent workflows.
Unsloth
Unsloth Releases 30B Open-Source Model — Local LLMs Step Out of the Geek Bubble
Unsloth ships a GGUF-quantized Muse-Glimmer-30B, letting consumer laptops run a 30-billion-parameter LLM locally. On-prem AI is shifting from hobbyist