Text Classification
Transformers
Safetensors
Greek
bert
greek
document-classification
page-classification
nlp
contrastive-learning
text-embeddings-inference
Instructions to use Archeiothiki/KYC_classification with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Archeiothiki/KYC_classification with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Archeiothiki/KYC_classification")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("Archeiothiki/KYC_classification") model = AutoModelForSequenceClassification.from_pretrained("Archeiothiki/KYC_classification", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "_name_or_path": "/home/kgz/Arch-TextClassification/scripts/../inference/contrastive_learning/l3869_page_classification/26_01_2026_15_00_12", | |
| "architectures": [ | |
| "BertForSequenceClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "classifier_dropout": null, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "AA_AADE_OTHER", | |
| "1": "AA_Certificate_of_Current_Image_of_Entity/Business_Members/Partners", | |
| "10": "AA_NEW_POLICE_IDENTITY_CARD", | |
| "11": "AA_Natural_Person_Information_Form/CERTIFICATE_OF_OWNERSHIP/National_Contact_Register", | |
| "12": "AA_Pension_Certificate", | |
| "13": "AA_Personal_Income_Tax_(FEP)", | |
| "14": "AA_SOLEMN_DECLARATION", | |
| "15": "AA_TELEPHONY", | |
| "16": "BB_Other_Documents", | |
| "17": "Other", | |
| "2": "AA_ENERGY", | |
| "3": "AA_Employer's_Certificate/Payroll", | |
| "4": "AA_ID_Card", | |
| "5": "AA_INCOME_TAX_RETURN_-_E1", | |
| "6": "AA_INCOME_TAX_RETURN_OF_LEGAL_PERSONS_AND_LEGAL_ENTITIES_-_N", | |
| "7": "AA_LEGAL_ENTITY_MINUTES_OF_THE_GENERAL_ASSEMBLY/SPECIAL/BOARD_OF_DIRECTORS", | |
| "8": "AA_LEGAL_ENT_ARTICLES_OF_ASSOCIATION/AMENDMENT", | |
| "9": "AA_LEGAL_ENT_CERTIFICATE/ANNOUNCEMENT_OF_THE_GENERAL_COMMERCIAL_REGISTRY" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "AA_AADE_OTHER": 0, | |
| "AA_Certificate_of_Current_Image_of_Entity/Business_Members/Partners": 1, | |
| "AA_ENERGY": 2, | |
| "AA_Employer's_Certificate/Payroll": 3, | |
| "AA_ID_Card": 4, | |
| "AA_INCOME_TAX_RETURN_-_E1": 5, | |
| "AA_INCOME_TAX_RETURN_OF_LEGAL_PERSONS_AND_LEGAL_ENTITIES_-_N": 6, | |
| "AA_LEGAL_ENTITY_MINUTES_OF_THE_GENERAL_ASSEMBLY/SPECIAL/BOARD_OF_DIRECTORS": 7, | |
| "AA_LEGAL_ENT_ARTICLES_OF_ASSOCIATION/AMENDMENT": 8, | |
| "AA_LEGAL_ENT_CERTIFICATE/ANNOUNCEMENT_OF_THE_GENERAL_COMMERCIAL_REGISTRY": 9, | |
| "AA_NEW_POLICE_IDENTITY_CARD": 10, | |
| "AA_Natural_Person_Information_Form/CERTIFICATE_OF_OWNERSHIP/National_Contact_Register": 11, | |
| "AA_Pension_Certificate": 12, | |
| "AA_Personal_Income_Tax_(FEP)": 13, | |
| "AA_SOLEMN_DECLARATION": 14, | |
| "AA_TELEPHONY": 15, | |
| "BB_Other_Documents": 16, | |
| "Other": 17 | |
| }, | |
| "layer_norm_eps": 1e-12, | |
| "max_position_embeddings": 512, | |
| "model_type": "bert", | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 6, | |
| "output_past": true, | |
| "pad_token_id": 0, | |
| "position_embedding_type": "absolute", | |
| "problem_type": "multi_label_classification", | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.38.2", | |
| "type_vocab_size": 2, | |
| "use_cache": true, | |
| "vocab_size": 35000 | |
| } | |