Instructions to use dortucx/evilallennlp with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- AllenNLP
How to use dortucx/evilallennlp with AllenNLP:
import allennlp_models from allennlp.predictors.predictor import Predictor predictor = Predictor.from_path("hf://dortucx/evilallennlp") predictor_input = {"passage": "My name is Wolfgang and I live in Berlin", "question": "Where do I live?"} predictions = predictor.predict_json(predictor_input) - Notebooks
- Google Colab
- Kaggle
| { | |
| "best_epoch": 4, | |
| "peak_worker_0_memory_MB": 39696.53125, | |
| "peak_gpu_0_memory_MB": 7284.326171875, | |
| "training_duration": "4:30:57.670185", | |
| "epoch": 14, | |
| "training_start_acc": 0.9643260767816985, | |
| "training_end_acc": 0.9655932145344125, | |
| "training_span_acc": 0.9391088939371454, | |
| "training_em": 0.9497482847977716, | |
| "training_f1": 0.9744178909985174, | |
| "training_loss": 0.20648720288929873, | |
| "training_worker_0_memory_MB": 39696.53125, | |
| "training_gpu_0_memory_MB": 7283.4765625, | |
| "validation_start_acc": 0.6269631031220435, | |
| "validation_end_acc": 0.6750236518448439, | |
| "validation_span_acc": 0.535666982024598, | |
| "validation_em": 0.6783349101229896, | |
| "validation_f1": 0.7866344427692674, | |
| "validation_loss": 4.767929854482975, | |
| "best_validation_start_acc": 0.6688741721854304, | |
| "best_validation_end_acc": 0.7033112582781457, | |
| "best_validation_span_acc": 0.5831598864711447, | |
| "best_validation_em": 0.7221381267738883, | |
| "best_validation_f1": 0.8105977611457257, | |
| "best_validation_loss": 2.2097141022952096 | |
| } |