Mamba Architectures / 2025-12
Mamba Architectures in Hybrid LLM Training
Hybrid SSM-attention models are best treated as architectural experiments whose evaluation must cover long-context behavior, tokenizer behavior, and deployment cost together.
11 min
MambaSSMLLM Training
Outline
- Why interleave attention with SSM blocks.
- Context extension pressure.
- Tokenizer and multilingual effects.
- Evaluation traces from Project Chimera.