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Upload PatentBERT PyTorch model

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Modèle BERT fine-tuné pour la classification de brevets, converti de TensorFlow vers PyTorch.

Spécifications:
- Format: SafeTensors
- Classes: Détection automatique depuis config.json
- Conversion: TensorFlow 1.15 → PyTorch via transformers

Fichiers inclus:
labels.json, README.md, tokenizer_config.json, vocab.txt, model.safetensors, config.json

Files changed (3) hide show
  1. README.md +76 -17
  2. config.json +1313 -1313
  3. labels.json +1321 -0
README.md CHANGED
@@ -1,34 +1,93 @@
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  # PatentBERT - PyTorch
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- Modele BERT specialise pour la classification de brevets, converti de TensorFlow vers PyTorch.
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- ## Specifications
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- - **Classes de sortie**: 656
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- - **Taille cachee**: 768
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- - **Couches**: 12
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- - **Têtes d'attention**: 12
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- - **Vocabulaire**: 30,522 tokens
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- ## Utilisation
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ```python
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  from transformers import BertForSequenceClassification, BertTokenizer
 
 
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- # Charger le modele et tokenizer
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  model = BertForSequenceClassification.from_pretrained('ZoeYou/patentbert-pytorch')
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  tokenizer = BertTokenizer.from_pretrained('ZoeYou/patentbert-pytorch')
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- # Exemple d'inference
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- text = "A method for producing synthetic materials..."
 
 
 
 
 
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  inputs = tokenizer(text, return_tensors="pt", max_length=512, truncation=True, padding=True)
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- outputs = model(**inputs)
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- predictions = outputs.logits.softmax(dim=-1)
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- # Obtenir la classe predite
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- predicted_class = predictions.argmax().item()
 
 
 
 
 
 
 
 
 
 
 
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  ```
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- ## Donnees d'entrainement
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- Ce modele a ete fine-tune sur un corpus de brevets pour la classification selon le systeme CPC (Cooperative Patent Classification).
 
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  # PatentBERT - PyTorch
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+ BERT model specialized for patent classification using the CPC (Cooperative Patent Classification) system.
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+ ## 📊 Specifications
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+ - **Output classes**: 656
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+ - **Classification system**: CPC (Cooperative Patent Classification)
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+ - **Architecture**: BERT-base (768 hidden, 12 layers, 12 attention heads)
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+ - **Vocabulary**: 30,522 tokens
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+ - **Format**: SafeTensors
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+ ## 🏷️ CPC Classes
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+
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+ The model predicts classes according to the CPC system:
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+
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+ ### Main Sections
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+
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+ - **A**: Human Necessities
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+ - **B**: Performing Operations; Transporting
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+ - **C**: Chemistry; Metallurgy
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+ - **D**: Textiles; Paper
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+ - **E**: Fixed Constructions
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+ - **F**: Mechanical Engineering; Lightning; Heating; Weapons; Blasting
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+ - **G**: Physics
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+ - **H**: Electricity
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+ - **Y**: General Tagging of New Technological Developments
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+
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+ ### Example Classes
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+
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+ - `A01`: Agriculture; forestry; animal husbandry; hunting; trapping; fishing
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+ - `B01`: Physical or chemical processes or apparatus in general
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+ - `C01`: Inorganic chemistry
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+ - `G06`: Computing; calculating; counting
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+ - `H01`: Basic electric elements
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+
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+ ## 🚀 Usage
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  ```python
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  from transformers import BertForSequenceClassification, BertTokenizer
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+ import json
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+ import torch
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+ # Load model and tokenizer
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  model = BertForSequenceClassification.from_pretrained('ZoeYou/patentbert-pytorch')
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  tokenizer = BertTokenizer.from_pretrained('ZoeYou/patentbert-pytorch')
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+ # Load labels (optional - already in config.json)
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+ # with open('labels.json', 'r') as f:
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+ # labels_info = json.load(f)
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+ # id2label = labels_info['id2label']
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+
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+ # Inference example
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+ text = "A method for producing synthetic materials with enhanced thermal properties..."
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  inputs = tokenizer(text, return_tensors="pt", max_length=512, truncation=True, padding=True)
 
 
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+ with torch.no_grad():
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+ outputs = model(**inputs)
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+ predictions = outputs.logits.softmax(dim=-1)
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+
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+ # Get prediction
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+ predicted_class_id = predictions.argmax().item()
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+ confidence = predictions.max().item()
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+
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+ # Use model labels
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+ predicted_label = model.config.id2label[str(predicted_class_id)]
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+
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+ print(f"Predicted class: {predicted_label} (ID: {predicted_class_id})")
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+ print(f"Confidence: {confidence:.2%}")
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  ```
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+ ## 📁 Included Files
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+
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+ - `model.safetensors`: Model weights (420 MB)
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+ - `config.json`: Configuration with integrated CPC labels
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+ - `vocab.txt`: Tokenizer vocabulary
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+ - `tokenizer_config.json`: Tokenizer configuration
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+ - `labels.json`: Detailed CPC label mapping
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+ - `README.md`: This documentation
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+
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+ ## 🔬 Performance
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+
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+ This model was trained on a large patent corpus to automatically classify documents according to the CPC system, facilitating organization and search in patent databases.
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+
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+ ## 📖 References
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+
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+ - [Cooperative Patent Classification (CPC)](https://www.cooperativepatentclassification.org/)
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+ - [Original PatentBERT Paper](https://arxiv.org/abs/2103.02557)
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+
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+
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+ ## 📝 Citation
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+ If you use this model, please cite the original PatentBERT work and mention this PyTorch conversion.
config.json CHANGED
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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": "LABEL_0",
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- "1": "LABEL_1",
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- "2": "LABEL_2",
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- "3": "LABEL_3",
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- "4": "LABEL_4",
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- "5": "LABEL_5",
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- "6": "LABEL_6",
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- "7": "LABEL_7",
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- "8": "LABEL_8",
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+ "classification_type": "CPC",
1320
+ "description": "Cooperative Patent Classification (CPC) labels for patent classification"
1321
+ }