filtered_annotated94k_banglat5 – AI Model by fia24 | AlphaNeural AI

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fia24/
filtered_annotated94k_banglat5

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text2text-generation

generated_from_trainer

csebuetnlp/banglat5

text-generation-inference

endpoints_compatible

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filtered_annotated94k_banglat5

This model is a fine-tuned version of csebuetnlp/banglat5 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1241
Val accuracy: 0.9387
Gen Len: 2.6493

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: 0.0005
train_batch_size: 300
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Val accuracy	Gen Len
No log	1.0	253	0.1969	0.8979	2.6679
1.0947	2.0	506	0.1400	0.924	2.6558
1.0947	3.0	759	0.1280	0.9324	2.653
0.1281	4.0	1012	0.1250	0.9359	2.6522
0.1281	5.0	1265	0.1241	0.9387	2.6493

Framework versions

Transformers 4.35.2
Pytorch 1.13.1+cu117
Datasets 2.17.0
Tokenizers 0.15.1