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clinical_longformer_same_tokens_220k – AI Model by lukasdrg | AlphaNeural AI
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clinical_longformer_same_tokens_220k
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transformers
tensorboard
safetensors
longformer
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generated_from_trainer
lukasdrg/clinical_longformer_same_tokens_200k
finetune
autotrain_compatible
endpoints_compatible
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clinical_longformer_same_tokens_220k
This model is a fine-tuned version of
lukasdrg/clinical_longformer_same_tokens_200k
on the None dataset. It achieves the following results on the evaluation set:
Loss: 1.9229
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
2.1527
0.46
65
1.9642
2.0976
0.92
130
1.9229
Framework versions
Transformers 4.35.0
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1
