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xlm-roberta-base-finetuned-kinyarwanda-kin-finetuned-kinte-tweet-finetuned-kin-sent2 – AI Model by RogerB | AlphaNeural AI
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RogerB
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xlm-roberta-base-finetuned-kinyarwanda-kin-finetuned-kinte-tweet-finetuned-kin-sent2
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transformers
pytorch
xlm-roberta
text-classification
generated_from_trainer
RogerB/xlm-roberta-base-kin-tweets-pretrained
finetune
autotrain_compatible
endpoints_compatible
us
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xlm-roberta-base-finetuned-kinyarwanda-kin-finetuned-kinte-tweet-finetuned-kin-sent2
This model is a fine-tuned version of
RogerB/xlm-roberta-base-finetuned-kinyarwanda-kin-finetuned-kinte-tweet-finetuned
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.9208
F1: 0.6277
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
0.9867
1.0
1013
0.7765
0.6671
0.8334
2.0
2026
0.7100
0.7125
0.7621
3.0
3039
0.6947
0.7338
Framework versions
Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1
