petro-twitter-assistant-30ep-large – AI Model by jhonparra18 | AlphaNeural AI

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jhonparra18/
petro-twitter-assistant-30ep-large

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text-generation

generated_from_trainer

jhonparra18/petrogustavo-tweets

autotrain_compatible

text-generation-inference

endpoints_compatible

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petro-twitter-assistant-30ep-large

This model is a fine-tuned version of flax-community/gpt-2-spanish on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 3.3050

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: 0.0001
train_batch_size: 22
eval_batch_size: 22
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 44
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 100
num_epochs: 30
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
3.4824	0.73	1000	3.3659
3.2393	1.46	2000	3.2667
3.113	2.19	3000	3.2174
3.0121	2.92	4000	3.1767
2.9076	3.65	5000	3.1619
2.8358	4.38	6000	3.1665
2.7708	5.11	7000	3.1874
2.6846	5.84	8000	3.1695
2.6092	6.57	9000	3.2114
2.5487	7.3	10000	3.2517
2.4942	8.04	11000	3.3050

Framework versions

Transformers 4.20.1
Pytorch 1.12.0
Datasets 2.1.0
Tokenizers 0.12.1