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longformer-replicated-pos-encodings-4096-2L – AI Model by kiddothe2b | AlphaNeural AI
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kiddothe2b
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longformer-replicated-pos-encodings-4096-2L
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transformers
pytorch
longformer
fill-mask
generated_from_trainer
c4
model-index
autotrain_compatible
endpoints_compatible
us
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longformer-replicated-pos-encodings-4096-2L
This model is a fine-tuned version of
data/models/longformer-replicated-pos-encodings-4096
on the c4 en dataset. It achieves the following results on the evaluation set:
Loss: 1.9437
Accuracy: 0.6366
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: 0.0001
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant_with_warmup
lr_scheduler_warmup_ratio: 1.0
training_steps: 6400
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
2.1052
1.0
6400
1.9433
0.6366
Framework versions
Transformers 4.20.0
Pytorch 1.12.0+cu113
Datasets 2.6.1
Tokenizers 0.12.1
