Text Classification
Transformers
Safetensors
distilbert
Generated from Trainer
text-embeddings-inference
Instructions to use wdmuer/test-decide-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use wdmuer/test-decide-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="wdmuer/test-decide-classifier")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("wdmuer/test-decide-classifier") model = AutoModelForSequenceClassification.from_pretrained("wdmuer/test-decide-classifier", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "activation": "gelu", | |
| "architectures": [ | |
| "DistilBertForSequenceClassification" | |
| ], | |
| "attention_dropout": 0.1, | |
| "dim": 768, | |
| "dropout": 0.1, | |
| "dtype": "float32", | |
| "hidden_dim": 3072, | |
| "id2label": { | |
| "0": "SDG-01 No Poverty", | |
| "1": "SDG-02 Zero Hunger", | |
| "2": "SDG-03 Good Health and Well-Being", | |
| "3": "SDG-04 Quality Education", | |
| "4": "SDG-05 Gender Equality", | |
| "5": "SDG-06 Clean Water and Sanitation", | |
| "6": "SDG-07 Affordable and Clean Energy", | |
| "7": "SDG-08 Decent Work and Economic Growth", | |
| "8": "SDG-09 Industry, Innovation and Infrastructure", | |
| "9": "SDG-10 Reduced Inequality", | |
| "10": "SDG-11 Sustainable Cities and Communities", | |
| "11": "SDG-12 Responsible Consumption and Production", | |
| "12": "SDG-13 Climate Action", | |
| "13": "SDG-14 Life Below Water", | |
| "14": "SDG-16 Life on Land", | |
| "15": "SDG-16 Peace, Justice and Strong Institutions", | |
| "16": "SDG-17 Partnerships for the Goals" | |
| }, | |
| "initializer_range": 0.02, | |
| "label2id": { | |
| "SDG-01 No Poverty": 0, | |
| "SDG-02 Zero Hunger": 1, | |
| "SDG-03 Good Health and Well-Being": 2, | |
| "SDG-04 Quality Education": 3, | |
| "SDG-05 Gender Equality": 4, | |
| "SDG-06 Clean Water and Sanitation": 5, | |
| "SDG-07 Affordable and Clean Energy": 6, | |
| "SDG-08 Decent Work and Economic Growth": 7, | |
| "SDG-09 Industry, Innovation and Infrastructure": 8, | |
| "SDG-10 Reduced Inequality": 9, | |
| "SDG-11 Sustainable Cities and Communities": 10, | |
| "SDG-12 Responsible Consumption and Production": 11, | |
| "SDG-13 Climate Action": 12, | |
| "SDG-14 Life Below Water": 13, | |
| "SDG-16 Life on Land": 14, | |
| "SDG-16 Peace, Justice and Strong Institutions": 15, | |
| "SDG-17 Partnerships for the Goals": 16 | |
| }, | |
| "max_position_embeddings": 512, | |
| "model_type": "distilbert", | |
| "n_heads": 12, | |
| "n_layers": 6, | |
| "pad_token_id": 0, | |
| "problem_type": "multi_label_classification", | |
| "qa_dropout": 0.1, | |
| "seq_classif_dropout": 0.2, | |
| "sinusoidal_pos_embds": false, | |
| "tie_weights_": true, | |
| "transformers_version": "4.57.1", | |
| "vocab_size": 30522 | |
| } | |