Instructions to use apwic/nerugm-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use apwic/nerugm-base with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("apwic/nerugm-base") model = AutoModel.from_pretrained("apwic/nerugm-base", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download predict_results.json from apwic/nerugm-base: direct link, hf CLI and curl.
- Browser
- Download file 326 Bytes
-
https://huggingface.co/apwic/nerugm-base/resolve/main/predict_results.json
- Command line
-
hf download hf://apwic/nerugm-base/predict_results.json
-
curl -L -o predict_results.json https://huggingface.co/apwic/nerugm-base/resolve/main/predict_results.json
326 Bytes
| { | |
| "predict_accuracy": 0.9876279863481229, | |
| "predict_f1": 0.9276586033774533, | |
| "predict_loss": 0.04439631476998329, | |
| "predict_precision": 0.9009308510638298, | |
| "predict_recall": 0.9560206961429916, | |
| "predict_runtime": 12.6513, | |
| "predict_samples_per_second": 185.198, | |
| "predict_steps_per_second": 2.925 | |
| } |