Linear Transformers: A Step Towards Greener AI or Just a Drop in the Ocean?

Do Linear Transformers truly challenge the efficiency throne held by traditional models in AI?

How do these innovative models stack up in terms of computational savings and environmental impact, amidst the growing demand for greener AI solutions?

Linear Transformer models have architectures built specifically to decrease the compute needed to train and run language models. It’s no wonder that models such as RWKV-v5 have risen to the top of the green impact leaderboard. However, there are a couple of points …

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