You can use this model directly with a pipeline for masked language modeling:
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='nairaxo/toumbert')
>>> unmasker("rais wa [MASK] ya tanzania.")
Here is how to use this model to get the features of a given text in PyTorch:
from transformers import BertTokenizer, BertModel
tokenizer = BertTokenizer.from_pretrained('nairaxo/toumbert')
model = BertModel.from_pretrained("nairaxo/toumbert")
text = "Replace me by any text you'd like."
encoded_input = tokenizer(text, return_tensors='pt')
output = model(**encoded_input)
and in TensorFlow:
from transformers import BertTokenizer, TFBertModel
tokenizer = BertTokenizer.from_pretrained('nairaxo/toumbert')
model = TFBertModel.from_pretrained("nairaxo/toumbert")
text = "Replace me by any text you'd like."
encoded_input = tokenizer(text, return_tensors='tf')
output = model(encoded_input)
Runs of nairaxo toumbert on huggingface.co
7
Total runs
0
24-hour runs
1
3-day runs
2
7-day runs
3
30-day runs
More Information About toumbert huggingface.co Model
toumbert huggingface.co is an AI model on huggingface.co that provides toumbert's model effect (), which can be used instantly with this nairaxo toumbert model. huggingface.co supports a free trial of the toumbert model, and also provides paid use of the toumbert. Support call toumbert model through api, including Node.js, Python, http.
toumbert huggingface.co is an online trial and call api platform, which integrates toumbert's modeling effects, including api services, and provides a free online trial of toumbert, you can try toumbert online for free by clicking the link below.
nairaxo toumbert online free url in huggingface.co:
toumbert is an open source model from GitHub that offers a free installation service, and any user can find toumbert on GitHub to install. At the same time, huggingface.co provides the effect of toumbert install, users can directly use toumbert installed effect in huggingface.co for debugging and trial. It also supports api for free installation.