misoBETO is a domain adaptation of a
Spanish BERT
language model, specifically adapted to the misogyny domain.
It was adapted using a guided lexical masking strategy during masked language model (MLM) pretraining.
Instead of randomly masking tokens, we prioritized masking words appearing in a
misogyny-specific lexicon
.
The base corpus used for domain adaptation was the
Spanish Hate Speech Superset
.
For training the model we used a batch size of 8, with a learning rate of 2e-5. We trained the model for four epochs using a NVIDIA GeForce RTX 5090 GPU.
Usage
from transformers import pipeline
pipe = pipeline("fill-mask", model="citiusLTL/misoBETO")
text = pipe("Ella es una [MASK]")
print(text)
Load model directly
from transformers import AutoTokenizer, AutoModelForMaskedLM
tokenizer = AutoTokenizer.from_pretrained("citiusLTL/misoBETO")
model = AutoModelForMaskedLM.from_pretrained("citiusLTL/misoBETO")
Runs of citiusLTL misoBETO on huggingface.co
11
Total runs
0
24-hour runs
1
3-day runs
1
7-day runs
8
30-day runs
More Information About misoBETO huggingface.co Model
misoBETO huggingface.co is an AI model on huggingface.co that provides misoBETO's model effect (), which can be used instantly with this citiusLTL misoBETO model. huggingface.co supports a free trial of the misoBETO model, and also provides paid use of the misoBETO. Support call misoBETO model through api, including Node.js, Python, http.
misoBETO huggingface.co is an online trial and call api platform, which integrates misoBETO's modeling effects, including api services, and provides a free online trial of misoBETO, you can try misoBETO online for free by clicking the link below.
citiusLTL misoBETO online free url in huggingface.co:
misoBETO is an open source model from GitHub that offers a free installation service, and any user can find misoBETO on GitHub to install. At the same time, huggingface.co provides the effect of misoBETO install, users can directly use misoBETO installed effect in huggingface.co for debugging and trial. It also supports api for free installation.