Mamba-2 vs Llama 3.3
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Mamba-2
Mamba-2 is a state-space model architecture introduced in 2024 by Albert Gu and Tri Dao as a successor to the original Mamba architecture. It introduces structured state space duality, a theoretical framework connecting state-space models and attention mechanisms, which improves training efficiency and scalability. The architecture is designed as an alternative to transformer-based models for sequ...
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Llama 3.3
Llama 3.3 is an instruction-tuned large language model developed by Meta and released in December 2024. Built with 70 billion parameters, it utilizes the same architecture as the larger Llama 3.1 405B model but achieves comparable performance through advanced post-training techniques. The model supports a 128,000-token context window and is designed for general knowledge, mathematical reasoning, a...
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