tiny-mlm-wikitext-target-rotten_tomatoes – AI Model by muhtasham | AlphaNeural AI

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muhtasham/
tiny-mlm-wikitext-target-rotten_tomatoes

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text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

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tiny-mlm-wikitext-target-rotten_tomatoes

This model is a fine-tuned version of muhtasham/tiny-mlm-wikitext on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.8868
Accuracy: 0.7533
F1: 0.7528

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: 3e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
training_steps: 5000

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.6236	1.87	500	0.5413	0.7289	0.7285
0.4892	3.75	1000	0.5137	0.7448	0.7435
0.4112	5.62	1500	0.5224	0.7636	0.7629
0.3454	7.49	2000	0.5365	0.7627	0.7624
0.2899	9.36	2500	0.5962	0.7655	0.7651
0.2447	11.24	3000	0.6489	0.7561	0.7554
0.2025	13.11	3500	0.6943	0.7692	0.7688
0.1671	14.98	4000	0.7455	0.7627	0.7621
0.1418	16.85	4500	0.7962	0.7608	0.7600
0.1239	18.73	5000	0.8868	0.7533	0.7528

Framework versions

Transformers 4.26.0.dev0
Pytorch 1.13.0+cu116
Datasets 2.8.1.dev0
Tokenizers 0.13.2