(self, layer_id)

(self)

(self, input_ids)

( self, input_ids: np.ndarray, layer_id: int, )

(self)

(start, seen_primes)

(self, input_ids)

(self, input_ids)

( self, tokenizer_name_or_path, )

( self, hidden_size: int, kernel_size: int = 4, dilation: int = 1,

( self, engram_vocab_size, max_ngram_size, n_embed_per_ngram, n_head_

(self, list_of_N: List[int], D: int)

(self,layer_id)

(self)

(self, input_ids: torch.Tensor)

(self,input_ids,hidden_states)

(k: int)