xlm roberta base model

🤗 Huggingface xlm-roberta-base

The model xlm roberta base is a Natural Language Processing (NLP) Model implemented in Transformer library, generally using the Python programming language.

What is the xlm roberta base model?

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Model usage

You can find xlm roberta base model easily in transformers python library. To download and use any of the pretrained models on your given task, you just need to use those a few lines of codes (PyTorch version). Here an example to download using pip (a package installer for Python)

Download and install using pip

$ pip install transformers


Usage in python

# Import generic wrappers
from transformers import AutoModel, AutoTokenizer 


# Define the model repo
model_name = "xlm-roberta-base" 


# Download pytorch model
model = AutoModel.from_pretrained(model_name)
tokenizer = AutoTokenizer.from_pretrained(model_name)


# Transform input tokens 
inputs = tokenizer("Hello world!", return_tensors="pt")

# Model apply
outputs = model(**inputs)
    

More info about xlm-roberta-base

See the paper, download and more info