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Browse files- README.md +27 -0
- checkpoint-2000/config.json +36 -0
- checkpoint-2000/model.safetensors +3 -0
- checkpoint-2000/optimizer.pt +3 -0
- checkpoint-2000/rng_state.pth +3 -0
- checkpoint-2000/scheduler.pt +3 -0
- checkpoint-2000/trainer_state.json +152 -0
- checkpoint-2000/training_args.bin +3 -0
- config.json +36 -0
- model.safetensors +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- training_args.bin +3 -0
- training_params.json +1 -0
- vocab.txt +0 -0
README.md
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---
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tags:
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- autotrain
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- text-classification
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widget:
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- text: "I love AutoTrain"
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datasets:
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- MatteoWood/autotrain-data-hatebert-sexism-classifier
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---
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# Model Trained Using AutoTrain
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- Problem type: Text Classification
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## Validation Metrics
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loss: 0.3898809254169464
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f1: 0.7137662337662338
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precision: 0.73475935828877
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recall: 0.693939393939394
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auc: 0.8955589113728649
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accuracy: 0.86225
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checkpoint-2000/config.json
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{
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"_name_or_path": "GroNLP/hateBERT",
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"_num_labels": 2,
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"hidden_act": "gelu",
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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": "not sexist",
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"1": "sexist"
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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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"not sexist": 0,
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"sexist": 1
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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": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"output_past": true,
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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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"torch_dtype": "float32",
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"transformers_version": "4.35.1",
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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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checkpoint-2000/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:1bfc68ade2a57582899e85852a82e32218e50c18e852c5d945b50a32147e3d74
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size 437958648
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checkpoint-2000/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:cb798d8df7e8cd12ffa1d129e698c3b78db99c37ce40390d45a315dba2552cc6
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size 876032762
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checkpoint-2000/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:3455de9519cb2af9764292422f4bdb76186276849e12e0620a1920380b40bfd0
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size 13990
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checkpoint-2000/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1e03df1c7dbec372c494fe8e69c69d1b862d9c4cfe90f66f78b5e436c89b27e5
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size 1064
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checkpoint-2000/trainer_state.json
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],
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}
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checkpoint-2000/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:f6f8942a5e206856a430ea8cefa9ac99f9fd1491cf95d0fb7f4ee500f420c50e
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size 4600
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config.json
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{
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"_name_or_path": "GroNLP/hateBERT",
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"_num_labels": 2,
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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| 8 |
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"classifier_dropout": null,
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| 9 |
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"hidden_act": "gelu",
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| 10 |
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| 11 |
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"hidden_size": 768,
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| 12 |
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"id2label": {
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"0": "not sexist",
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"1": "sexist"
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},
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| 16 |
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"initializer_range": 0.02,
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| 17 |
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| 18 |
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"label2id": {
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"sexist": 1
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},
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"layer_norm_eps": 1e-12,
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| 23 |
+
"max_position_embeddings": 512,
|
| 24 |
+
"model_type": "bert",
|
| 25 |
+
"num_attention_heads": 12,
|
| 26 |
+
"num_hidden_layers": 12,
|
| 27 |
+
"output_past": true,
|
| 28 |
+
"pad_token_id": 0,
|
| 29 |
+
"position_embedding_type": "absolute",
|
| 30 |
+
"problem_type": "single_label_classification",
|
| 31 |
+
"torch_dtype": "float32",
|
| 32 |
+
"transformers_version": "4.35.1",
|
| 33 |
+
"type_vocab_size": 2,
|
| 34 |
+
"use_cache": true,
|
| 35 |
+
"vocab_size": 30522
|
| 36 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1bfc68ade2a57582899e85852a82e32218e50c18e852c5d945b50a32147e3d74
|
| 3 |
+
size 437958648
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
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| 1 |
+
{
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| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"mask_token": "[MASK]",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"sep_token": "[SEP]",
|
| 6 |
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"unk_token": "[UNK]"
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| 7 |
+
}
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tokenizer.json
ADDED
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tokenizer_config.json
ADDED
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|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_basic_tokenize": true,
|
| 47 |
+
"do_lower_case": true,
|
| 48 |
+
"mask_token": "[MASK]",
|
| 49 |
+
"max_len": 512,
|
| 50 |
+
"model_max_length": 512,
|
| 51 |
+
"never_split": null,
|
| 52 |
+
"pad_token": "[PAD]",
|
| 53 |
+
"sep_token": "[SEP]",
|
| 54 |
+
"strip_accents": null,
|
| 55 |
+
"tokenize_chinese_chars": true,
|
| 56 |
+
"tokenizer_class": "BertTokenizer",
|
| 57 |
+
"unk_token": "[UNK]"
|
| 58 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f6f8942a5e206856a430ea8cefa9ac99f9fd1491cf95d0fb7f4ee500f420c50e
|
| 3 |
+
size 4600
|
training_params.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"data_path": "MatteoWood/autotrain-data-hatebert-sexism-classifier", "model": "GroNLP/hateBERT", "lr": 5e-05, "epochs": 5, "max_seq_length": 128, "batch_size": 8, "warmup_ratio": 0.1, "gradient_accumulation": 1, "optimizer": "adamw_torch", "scheduler": "linear", "weight_decay": 0.0, "max_grad_norm": 1.0, "seed": 42, "train_split": "train", "valid_split": "validation", "text_column": "autotrain_text", "target_column": "autotrain_label", "logging_steps": -1, "project_name": "/tmp/model", "auto_find_batch_size": false, "fp16": false, "save_total_limit": 1, "save_strategy": "epoch", "push_to_hub": true, "repo_id": "MatteoWood/hatebert-sexism-classifier-0", "evaluation_strategy": "epoch", "username": "MatteoWood", "log": "none"}
|
vocab.txt
ADDED
|
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|
|
|