DistilGPT2-model – AI Model by anushkat | AlphaNeural AI

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DistilGPT2-model

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distilbert/distilgpt2

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DistilGPT2-model

This model is a fine-tuned version of distilbert/distilgpt2 on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.2126

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: 5e-05
train_batch_size: 2
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 1
training_steps: 250

Training results

Training Loss	Epoch	Step	Validation Loss
2.7168	0.0	25	2.6101
2.652	0.0	50	2.5280
2.5867	0.0	75	2.4430
2.5081	0.0	100	2.3748
2.4728	0.0	125	2.3105
2.4563	0.0	150	2.2719
2.3669	0.01	175	2.2473
2.3839	0.01	200	2.2292
2.3617	0.01	225	2.2150
2.3729	0.01	250	2.2126

Framework versions

PEFT 0.8.2
Transformers 4.38.1
Pytorch 1.13.1
Datasets 2.17.0
Tokenizers 0.15.2