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there has been a refactor in the attention mechanism in the latest transformers version, and some issues arose from it.
cohere still has self.num_heads, self.hidden_size, self.num_key_value_heads but I still refactored it
I tested this so far on the Llama 3.2 (3B) notebook
HAPPY NEW YEAR