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mankra/
mini_text_classification_finetune_model

Name: mini_text_classification_finetune_model
Availability: InStock

generated_from_trainer

mit

autotrain_compatible

endpoints_compatible

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mini_text_classification_finetune_model

This model is a fine-tuned version of microsoft/Multilingual-MiniLM-L12-H384 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.2095
Accuracy: 0.3333

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 30

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	1	1.3045	0.3333
No log	2.0	2	1.2998	0.3333
No log	3.0	3	1.2947	0.3333
No log	4.0	4	1.2899	0.3333
No log	5.0	5	1.2851	0.3333
No log	6.0	6	1.2809	0.3333
No log	7.0	7	1.2766	0.3333
No log	8.0	8	1.2721	0.3333
No log	9.0	9	1.2684	0.3333
No log	10.0	10	1.2645	0.3333
No log	11.0	11	1.2607	0.3333
No log	12.0	12	1.2567	0.3333
No log	13.0	13	1.2528	0.3333
No log	14.0	14	1.2490	0.3333
No log	15.0	15	1.2451	0.3333
No log	16.0	16	1.2413	0.3333
No log	17.0	17	1.2377	0.3333
No log	18.0	18	1.2342	0.3333
No log	19.0	19	1.2307	0.3333
No log	20.0	20	1.2275	0.3333
No log	21.0	21	1.2244	0.3333
No log	22.0	22	1.2215	0.3333
No log	23.0	23	1.2190	0.3333
No log	24.0	24	1.2167	0.3333
No log	25.0	25	1.2147	0.3333
No log	26.0	26	1.2130	0.3333
No log	27.0	27	1.2116	0.3333
No log	28.0	28	1.2105	0.3333
No log	29.0	29	1.2098	0.3333
No log	30.0	30	1.2095	0.3333

Framework versions

Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3

mankra/mini_text_classification_finetune_model

mini_text_classification_finetune_model

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

mankra/
mini_text_classification_finetune_model