Text Classification
Transformers
Safetensors
Portuguese
bert
text-quality
portuguese
text-embeddings-inference
Instructions to use TucanoBR/BERTimbau-large-text-filter with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use TucanoBR/BERTimbau-large-text-filter with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="TucanoBR/BERTimbau-large-text-filter")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("TucanoBR/BERTimbau-large-text-filter") model = AutoModelForSequenceClassification.from_pretrained("TucanoBR/BERTimbau-large-text-filter", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files
config.json
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{
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"_name_or_path": "neuralmind/bert-
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"architectures": [
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"BertForSequenceClassification"
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],
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"directionality": "bidi",
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size":
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"id2label": {
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"0": "LOW",
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"1": "HIGH"
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},
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"initializer_range": 0.02,
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"intermediate_size":
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"label2id": {
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"HIGH": 1,
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"LOW": 0
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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":
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"num_hidden_layers":
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"output_past": true,
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"pad_token_id": 0,
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"pooler_fc_size": 768,
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{
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"_name_or_path": "neuralmind/bert-large-portuguese-cased",
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"architectures": [
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"BertForSequenceClassification"
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],
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"directionality": "bidi",
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 1024,
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"id2label": {
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"0": "LOW",
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"1": "HIGH"
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},
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"label2id": {
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"HIGH": 1,
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"LOW": 0
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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": 16,
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"num_hidden_layers": 24,
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"output_past": true,
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"pad_token_id": 0,
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"pooler_fc_size": 768,
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model.safetensors
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size 1337640872
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runs/Jun10_21-07-44_728529fcff42/events.out.tfevents.1718053665.728529fcff42.2543.0
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size 6084
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training_args.bin
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