hello – AI Model by theglassofwater | AlphaNeural AI

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theglassofwater/
hello

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text-generation

generated_from_trainer

autotrain_compatible

text-generation-inference

endpoints_compatible

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hello

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

Loss: 5.8037
Accuracy: 0.0018

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: 16
eval_batch_size: 12
seed: 444
gradient_accumulation_steps: 3
total_train_batch_size: 48
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine_with_restarts
lr_scheduler_warmup_ratio: 0.3
training_steps: 1000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
8.8106	0.2257	100	8.6901	0.0123
8.0312	0.4515	200	7.9921	0.0269
7.7274	0.6772	300	7.6473	0.0459
7.3264	0.9029	400	7.3058	0.0451
6.6389	1.1287	500	6.6308	0.0076
6.1872	1.3544	600	6.1973	0.0039
5.9952	1.5801	700	5.9764	0.0025
5.8725	1.8059	800	5.8603	0.0019
5.8008	2.0316	900	5.8113	0.0018
5.7128	2.2573	1000	5.8037	0.0018

Framework versions

Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1