Upload folder using huggingface_hub
Browse files- README.md +21 -3
- config.json +36 -0
- label_encoder.pkl +3 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +59 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
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# 🧠 Classificador de Jira (PyTorch)
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Model fine-tuned a partir de `projecte-aina/roberta-base-ca-v2` per classificar resums de tiquets JIRA en català.
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## 🔢 Classes del model
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```python
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label2id = {
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"Actuacion y respuesta": 0,
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"Respuesta directa": 1
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}
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```
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## 🚀 Com utilitzar
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```python
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from transformers import pipeline
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pipe = pipeline("text-classification", model="Nazaries/jira_classifier_torch_ca")
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pipe("El sistema no permet guardar els canvis al Firefox")
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```
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config.json
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{
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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": "Actuacion y respuesta",
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"1": "Respuesta directa"
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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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"Actuacion y respuesta": 0,
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"Respuesta directa": 1
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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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": "4.54.1",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50262
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}
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label_encoder.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:1aed097c1d0038fe4ed5c6a6594a57af18ec0b68a543d1640f49ac16d28cb181
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size 405
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merges.txt
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:479761953c6da0abc6bda7bee1c76f6d5efa34c6a61fe0e2f18cc3302a6dec3d
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size 498603608
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special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"cls_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"sep_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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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": true,
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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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tokenizer.json
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tokenizer_config.json
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{
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"add_prefix_space": true,
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"added_tokens_decoder": {
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"0": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"3": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"4": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": false,
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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"extra_special_tokens": {},
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"mask_token": "<mask>",
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"max_len": 512,
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"model_max_length": 512,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "RobertaTokenizer",
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"trim_offsets": true,
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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:a0f8ff73a58961c64330d070fbbd47f82568bca2df8815ebb0aad48c53208790
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size 5777
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vocab.json
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