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Anjoe_-_german-poetry-gpt2-large-4bits – AI Model by RichardErkhov | AlphaNeural AI

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Anjoe_-_german-poetry-gpt2-large-4bits

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german-poetry-gpt2-large - bnb 4bits

Model creator: https://huggingface.co/Anjoe/
Original model: https://huggingface.co/Anjoe/german-poetry-gpt2-large/

Original model description:

license: mit tags:

generated_from_trainer model-index:
name: german-poetry-gpt2-large results: []

german-poetry-gpt2-large

This model is a fine-tuned version of benjamin/gerpt2-large on German poems. It achieves the following results on the evaluation set:

eval_loss: 3.5753
eval_runtime: 100.7173
eval_samples_per_second: 51.6
eval_steps_per_second: 25.805
epoch: 4.0
step: 95544

Model description

large version of gpt-2

Intended uses & limitations

It could be used for poetry generation

Training and evaluation data

The model was trained on german poems from projekt Gutenberg

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 6

Framework versions

Transformers 4.19.4
Pytorch 1.11.0+cu113
Datasets 2.3.0
Tokenizers 0.12.1