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flan-t5-large-batch_1_2000-text-classification – AI Model by rorschach-40 | AlphaNeural AI
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flan-t5-large-batch_1_2000-text-classification
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transformers
tensorboard
safetensors
t5
text-classification
generated_from_trainer
google/flan-t5-large
finetune
apache-2.0
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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flan-t5-large-batch_1_2000-text-classification
This model is a fine-tuned version of
google/flan-t5-large
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.5973
Precision: 0.7258
Recall: 0.9783
F1: 0.8333
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: 0.0003
train_batch_size: 10
eval_batch_size: 10
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Precision
Recall
F1
No log
1.0
26
0.7020
0.7188
1.0
0.8364
No log
2.0
52
0.5973
0.7258
0.9783
0.8333
Framework versions
Transformers 4.37.2
Pytorch 2.2.0+cu121
Datasets 2.17.1
Tokenizers 0.15.2
