bangla_idiom_generation_v2 – AI Model by mHossain | AlphaNeural AI

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mHossain/
bangla_idiom_generation_v2

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text2text-generation

generated_from_trainer

mHossain/bangla-para-v3-500000

text-generation-inference

endpoints_compatible

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bangla_idiom_generation_v2

This model is a fine-tuned version of mHossain/bangla-para-v3-500000 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 4.7655
Rouge1: 0.0
Rouge2: 0.0
Rougel: 0.0
Rougelsum: 0.0
Gen Len: 10.4292

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: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 5000
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	226	7.4650	0.0	0.0	0.0	0.0	11.1195
No log	2.0	452	7.1989	0.0	0.0	0.0	0.0	10.677
7.7649	3.0	678	6.8146	0.0	0.0	0.0	0.0	9.8938
7.7649	4.0	904	6.3650	0.0	0.0	0.0	0.0	9.3805
7.0991	5.0	1130	5.8781	0.0	0.0	0.0	0.0	9.2478
7.0991	6.0	1356	5.4460	0.0	0.0	0.0	0.0	9.0487
6.1699	7.0	1582	5.1824	0.0	0.0	0.0	0.0	9.3363
6.1699	8.0	1808	4.9930	0.0	0.0	0.0	0.0	10.2478
5.5395	9.0	2034	4.8596	0.0	0.0	0.0	0.0	10.5575
5.5395	10.0	2260	4.7655	0.0	0.0	0.0	0.0	10.4292

Framework versions

Transformers 4.33.3
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3