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Replace toxicity model with multi-label classifier

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This commit is contained in:
Jordan Wages 2026-08-26 17:00:49 -05:00
commit 1568c787f8
24 changed files with 2581129 additions and 119717 deletions
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107
public/models/toxicity/config.json
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@ -1,37 +1,98 @@
{
"activation": "gelu",
"architectures": [
"DistilBertForSequenceClassification"
"ModernBertForSequenceClassification"
],
"attention_dropout": 0.1,
"bos_token_id": null,
"dim": 768,
"dropout": 0.1,
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 2,
"classifier_activation": "gelu",
"classifier_bias": false,
"classifier_dropout": 0.0,
"classifier_pooling": "mean",
"cls_token_id": 1,
"decoder_bias": true,
"deterministic_flash_attn": false,
"dtype": "float32",
"eos_token_id": null,
"hidden_dim": 3072,
"embedding_dropout": 0.0,
"eos_token_id": 1,
"global_attn_every_n_layers": 3,
"gradient_checkpointing": false,
"hidden_activation": "gelu",
"hidden_size": 384,
"id2label": {
"0": "not_toxic",
"1": "toxic"
"0": "toxicity",
"1": "severe_toxicity",
"2": "obscene",
"3": "threat",
"4": "insult",
"5": "identity_attack",
"6": "sexual_explicit"
},
"initializer_cutoff_factor": 2.0,
"initializer_range": 0.02,
"intermediate_size": 1152,
"label2id": {
"not_toxic": 0,
"toxic": 1
"identity_attack": 5,
"insult": 4,
"obscene": 2,
"severe_toxicity": 1,
"sexual_explicit": 6,
"threat": 3,
"toxicity": 0
},
"max_position_embeddings": 512,
"model_type": "distilbert",
"n_heads": 12,
"n_layers": 6,
"output_past": true,
"layer_norm_eps": 1e-05,
"layer_types": [
"full_attention",
"sliding_attention",
"sliding_attention",
"full_attention",
"sliding_attention",
"sliding_attention",
"full_attention",
"sliding_attention",
"sliding_attention",
"full_attention",
"sliding_attention",
"sliding_attention",
"full_attention",
"sliding_attention",
"sliding_attention",
"full_attention",
"sliding_attention",
"sliding_attention",
"full_attention",
"sliding_attention",
"sliding_attention",
"full_attention"
],
"local_attention": 128,
"mask_token_id": 4,
"max_position_embeddings": 8192,
"mlp_bias": false,
"mlp_dropout": 0.0,
"model_type": "modernbert",
"norm_bias": false,
"norm_eps": 1e-05,
"num_attention_heads": 6,
"num_hidden_layers": 22,
"pad_token_id": 0,
"problem_type": "single_label_classification",
"qa_dropout": 0.1,
"seq_classif_dropout": 0.2,
"sinusoidal_pos_embds": false,
"tie_weights_": true,
"position_embedding_type": "sans_pos",
"problem_type": "multi_label_classification",
"rope_parameters": {
"full_attention": {
"rope_theta": 160000.0,
"rope_type": "default"
},
"sliding_attention": {
"rope_theta": 160000.0,
"rope_type": "default"
}
},
"sep_token_id": 1,
"sparse_pred_ignore_index": -100,
"sparse_prediction": false,
"tie_word_embeddings": true,
"transformers_version": "5.15.1",
"use_cache": false,
"vocab_size": 119547
"vocab_size": 256000
}