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clinical_longformer_same_tokens_30k – AI Model by lukasdrg | AlphaNeural AI
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clinical_longformer_same_tokens_30k
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transformers
tensorboard
safetensors
longformer
fill-mask
generated_from_trainer
allenai/longformer-base-4096
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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clinical_longformer_same_tokens_30k
This model is a fine-tuned version of
allenai/longformer-base-4096
on the None dataset. It achieves the following results on the evaluation set:
Loss: 1.9398
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: 2e-05
train_batch_size: 2
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 64
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 1500
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
3.333
0.12
65
2.4872
2.6244
0.23
130
2.3902
2.6084
0.35
195
2.2913
2.4782
0.46
260
2.1766
2.4194
0.58
325
2.1188
2.1494
0.69
390
2.0529
2.1218
0.81
455
1.9691
2.0447
0.92
520
1.9398
Framework versions
Transformers 4.35.0
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1
