Text Classification
Transformers
PyTorch
TensorBoard
roberta
Generated from Trainer
text-embeddings-inference
Instructions to use fredymad/robertuito_4CLASES_Pfinal with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use fredymad/robertuito_4CLASES_Pfinal with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="fredymad/robertuito_4CLASES_Pfinal")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("fredymad/robertuito_4CLASES_Pfinal") model = AutoModelForSequenceClassification.from_pretrained("fredymad/robertuito_4CLASES_Pfinal", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- .gitignore +1 -0
- config.json +41 -0
- pytorch_model.bin +3 -0
- runs/Jun02_12-07-34_faf75afe39d6/1685707660.3011315/events.out.tfevents.1685707660.faf75afe39d6.2516.9 +3 -0
- runs/Jun02_12-07-34_faf75afe39d6/events.out.tfevents.1685707660.faf75afe39d6.2516.8 +3 -0
- special_tokens_map.json +9 -0
- tokenizer.json +0 -0
- tokenizer_config.json +12 -0
- training_args.bin +3 -0
.gitignore
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checkpoint-*/
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config.json
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{
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"_name_or_path": "pysentimiento/robertuito-base-uncased",
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_id": 2,
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"gradient_checkpointing": false,
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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": "NO",
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"1": "OFP",
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"2": "NOM",
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"3": "OFG"
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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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"NO": 0,
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"NOM": 2,
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"OFG": 3,
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"OFP": 1
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 130,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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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": "4.28.0",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 30000
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:6835aa3f516c5dc98779c5a61f5f575056e615b0f11d2e898a6d3cb1b85326e5
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size 435231413
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runs/Jun02_12-07-34_faf75afe39d6/1685707660.3011315/events.out.tfevents.1685707660.faf75afe39d6.2516.9
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version https://git-lfs.github.com/spec/v1
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oid sha256:f1573b47df12402d04321829a2f269b84761d3757c62d233648ccab8da92c089
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size 5897
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runs/Jun02_12-07-34_faf75afe39d6/events.out.tfevents.1685707660.faf75afe39d6.2516.8
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version https://git-lfs.github.com/spec/v1
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oid sha256:9198d674f9d2968914c5a4bda4483e4cb02d5d4ce45e0e79c29d89c51108f10c
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size 4745
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special_tokens_map.json
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": "<mask>",
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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tokenizer.json
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tokenizer_config.json
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{
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": "<mask>",
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"model_max_length": 128,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "PreTrainedTokenizerFast",
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"unk_token": "<unk>"
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:69d16ef1e14dbf7052b8eedae364e49fe6704f4729c986ea7296d758d5c5d593
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size 3643
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