python_and_text_gpt2 – AI Model by gbemilekeonilude | AlphaNeural AI

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python_and_text_gpt2

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python_and_text_gpt2

This model is a fine-tuned version of openai-community/gpt2-medium on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.6997
Accuracy: 0.2113
Num Input Tokens Seen: 1941504

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: 4
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
num_devices: 2
total_train_batch_size: 8
total_eval_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.03
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Input Tokens Seen
No log	0	0	8.4025	0.1127	0
2.0715	0.6329	50	1.8793	0.1831	409600
1.5544	1.2658	100	1.8253	0.2113	819200
1.7587	1.8987	150	1.7603	0.1408	1228800
1.5982	2.5316	200	1.6997	0.2113	1638400

Framework versions

Transformers 4.43.2
Pytorch 2.4.0
Datasets 2.20.0
Tokenizers 0.19.1