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gpt2-xl-ft-0 – AI Model by newtonkwan | AlphaNeural AI
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gpt2-xl-ft-0
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transformers
pytorch
tensorboard
gpt2
text-generation
generated_from_trainer
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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gpt2-xl-ft-0
This model is a fine-tuned version of
gpt2-xl
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 2.0324
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: 0.0005
train_batch_size: 4
eval_batch_size: 4
seed: 2022
gradient_accumulation_steps: 32
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: 100.0
num_epochs: 4
Training results
Training Loss
Epoch
Step
Validation Loss
No log
0.96
6
5.1701
No log
1.96
12
4.1214
No log
2.96
18
2.5305
No log
3.96
24
2.0324
Framework versions
Transformers 4.17.0
Pytorch 1.10.0+cu111
Datasets 2.0.0
Tokenizers 0.11.6
Perplexity
Score: 17.31455421447754
Dataset Size
Size: 1000
