Falcon 7B vs Mamba
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Falcon 7B
Falcon 7B is a 7-billion-parameter causal decoder-only language model developed by the Technology Innovation Institute in Abu Dhabi and released in 2023. Its pretraining used 1.5 trillion tokens from the RefinedWeb dataset together with curated corpora, and the model was released under the Apache 2.0 license. Falcon 7B is a base text-generation model rather than an instruction-tuned assistant, mak...
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Mamba
Mamba is a deep learning architecture introduced in 2023 by researchers Albert Gu and Tri Dao that utilizes selective state space models (SSMs) for natural language processing. Unlike traditional Transformer models that require quadratic computational complexity for sequence length, Mamba achieves linear-time inference. It accomplishes this through a hardware-aware algorithm that allows the model...
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