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+ {"alphabet_size": 4107,
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+ "pad_token_id": 1,
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+ "mask_token_id": 2,
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+ "max_positions": 2048,
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+ "k_for_kmers": 6,
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+ "embed_scale": 1.0,
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+ "emb_layer_norm_before": false,
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+ "attention_heads": 16,
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+ "key_size": 32,
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+ "embed_dim": 512,
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+ "ffn_embed_dim": 2048,
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+ "num_layers": 22,
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+ "positional_embedding": null,
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+ "lm_head": "roberta",
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+ "add_bias_kv": false,
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+ "add_bias_ffn": false,
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+ "use_rotary_embedding": true,
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+ "ffn_activation_name": "swish",
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+ "use_glu_in_ffn": true,
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+ "mask_before_attention": false,
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+ "token_dropout": false,
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+ "masking_ratio": 0.0,
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+ "masking_prob": 0.0,
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+ "use_gradient_checkpointing": false,
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+ "embeddings_layers_to_save": [],
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+ "attention_maps_to_save": []}