Instructions to use marefa-nlp/marefa-ner with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use marefa-nlp/marefa-ner with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="marefa-nlp/marefa-ner")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("marefa-nlp/marefa-ner") model = AutoModelForTokenClassification.from_pretrained("marefa-nlp/marefa-ner") - Inference
- Notebooks
- Google Colab
- Kaggle
Lableing
#1
by sultanadanacoala - opened
How did you lable your data, did you use specific tool?
We used Doccano
https://github.com/doccano/doccano
Thank you Abu Baker!
I f you dont mind, I have another question. Can you tell me the size of your dataset? i mean how many example are there. I trained my model using your network as pretrained network and the results was amaizing
I really appreciate it
Thank you
The dataset contains about 15K annotated records.
We're going to publish it in the next months.
Dear Abu baker;
Could you please share your email with me, i have some of Questions about Prepare Data set and Train Data Set
emran.allan@gmail.com