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The final model: 5 kinds (15 scores), trained on 3,381 messages; 141/200 on the test set
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{
"architectures": [
"ModernBertForSequenceClassification"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 50281,
"causal_mask": false,
"classifier_activation": "gelu",
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"decoder_bias": true,
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"dtype": "float32",
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"global_attn_every_n_layers": 3,
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"hidden_activation": "gelu",
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"id2label": {
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"1": "kind:discussion",
"2": "kind:support",
"3": "kind:troll",
"4": "kind:spam",
"5": "toxicity:0",
"6": "toxicity:1",
"7": "toxicity:2",
"8": "scam",
"9": "misleading",
"10": "respectful",
"11": "action:none",
"12": "action:warn",
"13": "action:delete",
"14": "action:block"
},
"initializer_cutoff_factor": 2.0,
"initializer_range": 0.02,
"intermediate_size": 384,
"is_causal": false,
"label2id": {
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"kind:discussion": 1,
"kind:question": 0,
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"kind:support": 2,
"kind:troll": 3,
"misleading": 9,
"respectful": 10,
"scam": 8,
"toxicity:0": 5,
"toxicity:1": 6,
"toxicity:2": 7
},
"layer_norm_eps": 1e-05,
"layer_types": [
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"sliding_attention",
"sliding_attention",
"full_attention",
"sliding_attention",
"sliding_attention",
"full_attention"
],
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"max_position_embeddings": 7999,
"mlp_bias": false,
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"model_type": "modernbert",
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"num_attention_heads": 4,
"num_hidden_layers": 7,
"pad_token_id": 50283,
"position_embedding_type": "sans_pos",
"rope_parameters": {
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"rope_type": "default"
},
"sliding_attention": {
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"rope_type": "default"
}
},
"sep_token_id": 50282,
"sparse_pred_ignore_index": -100,
"sparse_prediction": false,
"tie_word_embeddings": true,
"transformers_version": "5.20.2",
"vocab_size": 50368
}