Instructions to use ismatsamadov/Named_Entity_Recognition with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ismatsamadov/Named_Entity_Recognition with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="ismatsamadov/Named_Entity_Recognition")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("ismatsamadov/Named_Entity_Recognition", dtype="auto") - Notebooks
- Google Colab
- Kaggle
| /* Basic Reset */ | |
| * { | |
| box-sizing: border-box; | |
| margin: 0; | |
| padding: 0; | |
| } | |
| /* Body Styling */ | |
| body { | |
| font-family: Arial, sans-serif; | |
| display: flex; | |
| justify-content: center; | |
| align-items: center; | |
| min-height: 100vh; | |
| background-color: #f4f4f9; | |
| margin: 0; | |
| padding: 20px; | |
| } | |
| /* Container Styling */ | |
| .container { | |
| width: 100%; | |
| max-width: 600px; | |
| text-align: center; | |
| background: white; | |
| border-radius: 8px; | |
| box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1); | |
| padding: 20px; | |
| } | |
| /* Title and Description */ | |
| h1 { | |
| font-size: 24px; | |
| color: #333; | |
| margin-bottom: 10px; | |
| } | |
| p { | |
| font-size: 16px; | |
| color: #666; | |
| margin-bottom: 20px; | |
| } | |
| /* Form and Button Styling */ | |
| textarea { | |
| width: 100%; | |
| height: 100px; | |
| padding: 10px; | |
| font-size: 16px; | |
| border: 1px solid #ddd; | |
| border-radius: 5px; | |
| margin-bottom: 10px; | |
| resize: vertical; | |
| } | |
| button { | |
| padding: 10px 20px; | |
| font-size: 16px; | |
| color: #fff; | |
| background-color: #007bff; | |
| border: none; | |
| border-radius: 5px; | |
| cursor: pointer; | |
| transition: background-color 0.3s; | |
| } | |
| button:hover { | |
| background-color: #0056b3; | |
| } | |
| /* Results Section Styling */ | |
| .results-section { | |
| margin-top: 20px; | |
| text-align: left; | |
| } | |
| .results-section h2 { | |
| font-size: 20px; | |
| color: #333; | |
| margin-bottom: 10px; | |
| } | |
| /* Entity Group Styling */ | |
| .entity-group { | |
| margin-bottom: 15px; | |
| padding: 10px; | |
| border: 1px solid #ddd; | |
| border-radius: 5px; | |
| background-color: #fafafa; | |
| } | |
| .entity-group h3 { | |
| font-size: 18px; | |
| color: #007bff; | |
| margin-bottom: 8px; | |
| } | |
| .entity-group p { | |
| font-size: 16px; | |
| color: #555; | |
| } | |
| /* Responsive Design */ | |
| @media (max-width: 600px) { | |
| .container { | |
| width: 90%; | |
| } | |
| h1 { | |
| font-size: 20px; | |
| } | |
| button { | |
| font-size: 14px; | |
| } | |
| .results-section h2, .entity-group h3 { | |
| font-size: 18px; | |
| } | |
| textarea { | |
| height: 80px; | |
| } | |
| } | |