Total runs:
2.1K
Run Growth:
2.0K
Growth Rate:
94.16%
Sponsored by
APIMaster
flax-community / roberta-swahili
Model's Last Updated: July 26 2021
fill-mask
Introduction of roberta-swahili
Model Details of roberta-swahili
RoBERTa in Swahili
This model was trained using HuggingFace's Flax framework and is part of the JAX/Flax Community Week organized by HuggingFace . All training was done on a TPUv3-8 VM sponsored by the Google Cloud team.
How to use
from transformers import AutoTokenizer, AutoModelForMaskedLM
tokenizer = AutoTokenizer.from_pretrained("flax-community/roberta-swahili")
model = AutoModelForMaskedLM.from_pretrained("flax-community/roberta-swahili")
print(round((model.num_parameters())/(1000*1000)),"Million Parameters")
105 Million Parameters
Training Data :
This model was trained on Swahili Safi
Results :
Eval metrics: {'f1': 86%}
This model was fine-tuned based off this model for the Zindi News Classification Challenge
More Details :
For more details and Demo please check HF Swahili Space
Runs of flax-community roberta-swahili on huggingface.co
41
Total runs
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24-hour runs
2
3-day runs
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7-day runs
25
30-day runs
More Information About roberta-swahili huggingface.co Model
Url of roberta-swahili
roberta-swahili huggingface.co Url
Provider of roberta-swahili huggingface.co
Other API from flax-community
Updated:July 17 2021
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38.46%
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13
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52.00%
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13
Growth Rate:
52.00%
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Growth Rate:
50.00%
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28.00%
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6
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Growth Rate:
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