Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
text-embeddings-inference
Instructions to use agvidit1/distilbert-hate_speech18 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use agvidit1/distilbert-hate_speech18 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="agvidit1/distilbert-hate_speech18")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("agvidit1/distilbert-hate_speech18") model = AutoModelForSequenceClassification.from_pretrained("agvidit1/distilbert-hate_speech18") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- config.json +2 -14
- logs/events.out.tfevents.1702105708.tron63.umiacs.umd.edu +2 -2
- logs/events.out.tfevents.1702106188.tron63.umiacs.umd.edu +3 -0
- logs/events.out.tfevents.1702106526.tron63.umiacs.umd.edu +3 -0
- model.safetensors +2 -2
- run-0/checkpoint-1440/config.json +37 -0
- run-0/checkpoint-1440/model.safetensors +3 -0
- run-0/checkpoint-1440/optimizer.pt +3 -0
- run-0/checkpoint-1440/rng_state.pth +3 -0
- run-0/checkpoint-1440/scheduler.pt +3 -0
- run-0/checkpoint-1440/special_tokens_map.json +37 -0
- run-0/checkpoint-1440/tokenizer_config.json +57 -0
- run-0/checkpoint-1440/trainer_state.json +116 -0
- run-0/checkpoint-1440/training_args.bin +3 -0
- run-0/checkpoint-1440/vocab.txt +0 -0
- run-0/checkpoint-1920/config.json +37 -0
- run-0/checkpoint-1920/model.safetensors +3 -0
- run-0/checkpoint-1920/optimizer.pt +3 -0
- run-0/checkpoint-1920/rng_state.pth +3 -0
- run-0/checkpoint-1920/scheduler.pt +3 -0
- run-0/checkpoint-1920/special_tokens_map.json +37 -0
- run-0/checkpoint-1920/tokenizer_config.json +57 -0
- run-0/checkpoint-1920/trainer_state.json +146 -0
- run-0/checkpoint-1920/training_args.bin +3 -0
- run-0/checkpoint-1920/vocab.txt +0 -0
- run-1/checkpoint-240/model.safetensors +1 -1
- run-1/checkpoint-240/optimizer.pt +1 -1
- run-1/checkpoint-240/rng_state.pth +2 -2
- run-1/checkpoint-240/scheduler.pt +1 -1
- run-1/checkpoint-240/trainer_state.json +13 -11
- run-1/checkpoint-240/training_args.bin +1 -1
- training_args.bin +1 -1
config.json
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"_name_or_path": "agvidit1/DistilledBert_HateSpeech_pretrain",
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"activation": "gelu",
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"architectures": [
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"
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],
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"attention_dropout": 0.1,
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"dim": 768,
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"dropout": 0.1,
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"hidden_act": "gelu",
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"hidden_dim": 3072,
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "noHate",
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"1": "hate",
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"3": "relation"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"hate": "1",
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"idk/skip": "2",
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"noHate": "0",
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"relation": "3"
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},
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-
"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "
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"n_heads": 12,
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"n_layers": 6,
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.35.2",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30522
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}
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"_name_or_path": "agvidit1/DistilledBert_HateSpeech_pretrain",
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"hidden_dim": 3072,
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"id2label": {
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"0": "noHate",
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"1": "hate",
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"3": "relation"
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},
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"initializer_range": 0.02,
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"label2id": {
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"hate": "1",
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"idk/skip": "2",
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"noHate": "0",
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"relation": "3"
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},
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"pad_token_id": 0,
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"problem_type": "single_label_classification",
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.35.2",
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"vocab_size": 30522
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}
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model.safetensors
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run-0/checkpoint-1440/config.json
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{
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"_name_or_path": "agvidit1/DistilledBert_HateSpeech_pretrain",
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"hidden_dim": 3072,
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+
"id2label": {
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"0": "noHate",
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"1": "hate",
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"2": "idk/skip",
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"3": "relation"
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},
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"initializer_range": 0.02,
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"label2id": {
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"hate": "1",
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"idk/skip": "2",
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"noHate": "0",
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"relation": "3"
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+
},
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+
"max_position_embeddings": 512,
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"model_type": "distilbert",
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+
"n_heads": 12,
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+
"n_layers": 6,
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+
"pad_token_id": 0,
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+
"problem_type": "single_label_classification",
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| 30 |
+
"qa_dropout": 0.1,
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| 31 |
+
"seq_classif_dropout": 0.2,
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| 32 |
+
"sinusoidal_pos_embds": false,
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| 33 |
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"tie_weights_": true,
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| 34 |
+
"torch_dtype": "float32",
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| 35 |
+
"transformers_version": "4.35.2",
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+
"vocab_size": 30522
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+
}
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run-0/checkpoint-1440/model.safetensors
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run-0/checkpoint-1440/optimizer.pt
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run-0/checkpoint-1440/rng_state.pth
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run-0/checkpoint-1440/scheduler.pt
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run-0/checkpoint-1440/special_tokens_map.json
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{
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"normalized": false,
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"single_word": false
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},
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"sep_token": {
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"content": "[SEP]",
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"lstrip": false,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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run-0/checkpoint-1440/tokenizer_config.json
ADDED
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{
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},
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"single_word": false,
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"special": true
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+
},
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"103": {
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"content": "[MASK]",
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+
"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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| 42 |
+
}
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+
},
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+
"clean_up_tokenization_spaces": true,
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| 45 |
+
"cls_token": "[CLS]",
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| 46 |
+
"do_basic_tokenize": true,
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"do_lower_case": true,
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| 48 |
+
"mask_token": "[MASK]",
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+
"model_max_length": 512,
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| 50 |
+
"never_split": null,
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| 51 |
+
"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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| 53 |
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"strip_accents": null,
|
| 54 |
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"tokenize_chinese_chars": true,
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| 55 |
+
"tokenizer_class": "DistilBertTokenizer",
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| 56 |
+
"unk_token": "[UNK]"
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}
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run-0/checkpoint-1440/trainer_state.json
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