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flan-t5-large-extraction-all-cnndm_2000-ep6-nonstop – AI Model by Zekunli | AlphaNeural AI
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Zekunli
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flan-t5-large-extraction-all-cnndm_2000-ep6-nonstop
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transformers
pytorch
t5
text2text-generation
generated_from_trainer
apache-2.0
text-generation-inference
endpoints_compatible
us
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flan-t5-large-extraction-all-cnndm_2000-ep6-nonstop
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: 1.7750
Hint Hit Num: 1.962
Hint Precision: 0.3394
Num: 5.812
Gen Len: 18.986
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: 40
eval_batch_size: 80
seed: 1799
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 6
Training results
Training Loss
Epoch
Step
Validation Loss
Hint Hit Num
Hint Precision
Num
Gen Len
2.1808
2.0
100
1.8110
1.822
0.3218
5.738
19.0
1.9109
4.0
200
1.7813
1.916
0.3357
5.76
18.986
1.8525
6.0
300
1.7750
1.962
0.3394
5.812
18.986
Framework versions
Transformers 4.18.0
Pytorch 1.10.0+cu111
Datasets 2.5.1
Tokenizers 0.12.1
