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A hands-on review of Nemotron 3.5 Bolt, noting its efficient KV cache, 2-bit/NVFP4 quantization, and Mamba2 hybrid attention that make it well-suited for small multi-user setups on limited hardware, despite only mediocre intelligence by current standards.
Crucible is an experimental neurosymbolic stack integrating Mamba2 with Z3 verification, JEPA for concept prediction, and HDC memory, designed for free Kaggle T4 sessions.