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xlm-roberta-uganda-languages – AI Model by akera | AlphaNeural AI

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akera/
xlm-roberta-uganda-languages

like

0

ugandan-languages

masked-language-model

Sunbird/external-translation-data

endpoints_compatible

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XLM-RoBERTa Fine-tuned on Ugandan Languages

This model is XLM-RoBERTa-base fine-tuned on a comprehensive dataset of Ugandan languages.

Usage

python

from transformers import AutoTokenizer, AutoModelForMaskedLM, pipeline

tokenizer = AutoTokenizer.from_pretrained("xlm-roberta-uganda-languages")
model = AutoModelForMaskedLM.from_pretrained("xlm-roberta-uganda-languages")

fill_mask = pipeline("fill-mask", model=model, tokenizer=tokenizer)
result = fill_mask("Abantu b'omubyalo tibatera kwikiriza [MASK] muyaaka.")
print(result)

Training Details

Training Steps: N/A
Training Loss: 2.1567
Learning Rate: 5e-05
Batch Size: 8
Epochs: 3