Instructions to use TBM99/distilbert-multi-label-conditional-Classification with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use TBM99/distilbert-multi-label-conditional-Classification with Transformers:
# Load model directly from transformers import AutoTokenizer, DistilBertForConditionalClassification tokenizer = AutoTokenizer.from_pretrained("TBM99/distilbert-multi-label-conditional-Classification") model = DistilBertForConditionalClassification.from_pretrained("TBM99/distilbert-multi-label-conditional-Classification", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "activation": "gelu", | |
| "architectures": [ | |
| "DistilBertForConditionalClassification" | |
| ], | |
| "attention_dropout": 0.1, | |
| "dim": 768, | |
| "dropout": 0.1, | |
| "hidden_dim": 3072, | |
| "id2label": { | |
| "Calcul d\u2019aires planes": 0, | |
| "Calcul int\u00e9gral": 1, | |
| "Canoniques": 2, | |
| "Continuit\u00e9": 3, | |
| "Divisibilit\u00e9 dans Z": 4, | |
| "D\u00e9placements - antid\u00e9placements": 5, | |
| "D\u00e9rivabilit\u00e9": 6, | |
| "D\u00e9rivation - primitives": 7, | |
| "D\u00e9riv\u00e9es et applications": 8, | |
| "Equations de droites, de plans et de sph\u00e8res": 9, | |
| "Equations \u00e0 coefficients complexes": 10, | |
| "Exampels de fonctions polynomes": 11, | |
| "Exemples de fonctions polyn\u00f4mes et fonctions homographiques": 12, | |
| "Fonction continue et strictement monotone": 13, | |
| "Fonction exponentielle": 14, | |
| "Fonction exponentielle de base e": 15, | |
| "Fonction logarithme n\u00e9perien": 16, | |
| "Fonctions logarithme n\u00e9p\u00e9rien": 17, | |
| "G\u00e9ometrie dans l'espace": 18, | |
| "Identit\u00e9 de Bezout": 19, | |
| "Int\u00e9grales": 20, | |
| "Isom\u00e9tries du plan": 21, | |
| "Limites de fonctions": 22, | |
| "Logarithme n\u00e9perien": 23, | |
| "Primitives": 24, | |
| "Probabilit\u00e9s": 25, | |
| "Probabilit\u00e9s sur un ensembre fini": 26, | |
| "Solution(s) d\u2019une \u00e9quation du type f(x)=k": 27, | |
| "Statistiques": 28, | |
| "Suites r\u00e9elles": 29, | |
| "Variables al\u00e9atoires": 30, | |
| "arithm\u00e9tique": 31, | |
| "calcul int\u00e9gral": 32, | |
| "continuit\u00e9 et limites": 33, | |
| "derivation - primitives": 34, | |
| "droites et plans dans l'espace": 35, | |
| "d\u00e9rivabilit\u00e9": 36, | |
| "equations \u00e0 coefficients complexes": 37, | |
| "etude de fonctions": 38, | |
| "examples de fonctions homographiques": 39, | |
| "fonction exponentielle": 40, | |
| "fonction logarithme n\u00e9perien": 41, | |
| "fonction logarithme n\u00e9p\u00e9rien": 42, | |
| "fonction logarithme n\u00e9p\u00e9rien & fonctions exponentielles": 43, | |
| "fonctions exponentielles": 44, | |
| "fonctions logarithmes": 45, | |
| "fonctions primitives": 46, | |
| "fonctions r\u00e9ciproques": 47, | |
| "int\u00e9grale d'une fonction continue": 48, | |
| "int\u00e9grales": 49, | |
| "les graphes": 50, | |
| "limite et continuit\u00e9": 51, | |
| "limites et continuit\u00e9": 52, | |
| "matrices et syst\u00e8mes": 53, | |
| "nombres complexes": 54, | |
| "primitives": 55, | |
| "probabilit\u00e9 sur un ensemble fini": 56, | |
| "probabilit\u00e9s": 57, | |
| "produit scalaire - Produit vectoriel dans l'espace": 58, | |
| "produit scalaire, produit vectoriel et produit mixte dans l'espace": 59, | |
| "similitudes": 60, | |
| "statistiques": 61, | |
| "suites r\u00e9elles": 62, | |
| "syst\u00e8mes d'\u00e9quations lin\u00e9aires": 63, | |
| "s\u00e9ries statistiques \u00e0 deux caract\u00e8res": 64, | |
| "variables al\u00e9atoires r\u00e9elles": 65, | |
| "\u00e9quations diff\u00e9rentielles": 66, | |
| "\u00e9tude de fonctions": 67 | |
| }, | |
| "initializer_range": 0.02, | |
| "label2id": { | |
| "Calcul d\u2019aires planes": 0, | |
| "Calcul int\u00e9gral": 1, | |
| "Canoniques": 2, | |
| "Continuit\u00e9": 3, | |
| "Divisibilit\u00e9 dans Z": 4, | |
| "D\u00e9placements - antid\u00e9placements": 5, | |
| "D\u00e9rivabilit\u00e9": 6, | |
| "D\u00e9rivation - primitives": 7, | |
| "D\u00e9riv\u00e9es et applications": 8, | |
| "Equations de droites, de plans et de sph\u00e8res": 9, | |
| "Equations \u00e0 coefficients complexes": 10, | |
| "Exampels de fonctions polynomes": 11, | |
| "Exemples de fonctions polyn\u00f4mes et fonctions homographiques": 12, | |
| "Fonction continue et strictement monotone": 13, | |
| "Fonction exponentielle": 14, | |
| "Fonction exponentielle de base e": 15, | |
| "Fonction logarithme n\u00e9perien": 16, | |
| "Fonctions logarithme n\u00e9p\u00e9rien": 17, | |
| "G\u00e9ometrie dans l'espace": 18, | |
| "Identit\u00e9 de Bezout": 19, | |
| "Int\u00e9grales": 20, | |
| "Isom\u00e9tries du plan": 21, | |
| "Limites de fonctions": 22, | |
| "Logarithme n\u00e9perien": 23, | |
| "Primitives": 24, | |
| "Probabilit\u00e9s": 25, | |
| "Probabilit\u00e9s sur un ensembre fini": 26, | |
| "Solution(s) d\u2019une \u00e9quation du type f(x)=k": 27, | |
| "Statistiques": 28, | |
| "Suites r\u00e9elles": 29, | |
| "Variables al\u00e9atoires": 30, | |
| "arithm\u00e9tique": 31, | |
| "calcul int\u00e9gral": 32, | |
| "continuit\u00e9 et limites": 33, | |
| "derivation - primitives": 34, | |
| "droites et plans dans l'espace": 35, | |
| "d\u00e9rivabilit\u00e9": 36, | |
| "equations \u00e0 coefficients complexes": 37, | |
| "etude de fonctions": 38, | |
| "examples de fonctions homographiques": 39, | |
| "fonction exponentielle": 40, | |
| "fonction logarithme n\u00e9perien": 41, | |
| "fonction logarithme n\u00e9p\u00e9rien": 42, | |
| "fonction logarithme n\u00e9p\u00e9rien & fonctions exponentielles": 43, | |
| "fonctions exponentielles": 44, | |
| "fonctions logarithmes": 45, | |
| "fonctions primitives": 46, | |
| "fonctions r\u00e9ciproques": 47, | |
| "int\u00e9grale d'une fonction continue": 48, | |
| "int\u00e9grales": 49, | |
| "les graphes": 50, | |
| "limite et continuit\u00e9": 51, | |
| "limites et continuit\u00e9": 52, | |
| "matrices et syst\u00e8mes": 53, | |
| "nombres complexes": 54, | |
| "primitives": 55, | |
| "probabilit\u00e9 sur un ensemble fini": 56, | |
| "probabilit\u00e9s": 57, | |
| "produit scalaire - Produit vectoriel dans l'espace": 58, | |
| "produit scalaire, produit vectoriel et produit mixte dans l'espace": 59, | |
| "similitudes": 60, | |
| "statistiques": 61, | |
| "suites r\u00e9elles": 62, | |
| "syst\u00e8mes d'\u00e9quations lin\u00e9aires": 63, | |
| "s\u00e9ries statistiques \u00e0 deux caract\u00e8res": 64, | |
| "variables al\u00e9atoires r\u00e9elles": 65, | |
| "\u00e9quations diff\u00e9rentielles": 66, | |
| "\u00e9tude de fonctions": 67 | |
| }, | |
| "max_position_embeddings": 512, | |
| "model_type": "distilbert", | |
| "n_heads": 12, | |
| "n_layers": 6, | |
| "pad_token_id": 0, | |
| "qa_dropout": 0.1, | |
| "seq_classif_dropout": 0.2, | |
| "sinusoidal_pos_embds": false, | |
| "tie_weights_": true, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.55.0", | |
| "vocab_size": 30522 | |
| } | |