DeepSeek
DeepSeek V4.1 Flash Runs at 30–40 TPS on Four RTX 3090s, but Setup Is Still Demanding
A Reddit user ran DeepSeek V4.1 Flash on four RTX 3090s with Maya, hitting 30–40 tokens per second at 524K context.
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Oneiros
Oneiros Builds a Foundation Model with Lie Group Sequence Processing
Oneiro's open paper and code explore Lie algebra and differential geometry for sequence modeling, but independent validation remains limited.