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afro-xlmr-large-kinyarwanda-all-finetuned-tweets-finetuned-kin-sent2 – AI Model by RogerB | AlphaNeural AI
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RogerB
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afro-xlmr-large-kinyarwanda-all-finetuned-tweets-finetuned-kin-sent2
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transformers
pytorch
xlm-roberta
text-classification
generated_from_trainer
RogerB/afro-xlmr-large-kinyarwanda-all-finetuned-tweets-finetuned
finetune
mit
autotrain_compatible
endpoints_compatible
us
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afro-xlmr-large-kinyarwanda-all-finetuned-tweets-finetuned-kin-sent2
This model is a fine-tuned version of
RogerB/afro-xlmr-large-kinyarwanda-all-finetuned-tweets-finetuned
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.9140
F1: 0.6764
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 5e-06
train_batch_size: 4
eval_batch_size: 4
seed: 1000000
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
F1
0.8888
1.0
1013
0.7245
0.7115
0.7428
2.0
2026
0.5755
0.7849
0.6513
3.0
3039
0.5504
0.8029
Framework versions
Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1
