bt5-small-bangla_lemma

arbitropy/bt5-small-bangla_lemma

bt5-small-bangla_lemma is a machine learning model from arbitropy. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
Model type: t5
Access: Public
Created: Apr 24, 2024
Updated: Apr 24, 2024
SHA: 983ad570

Base models

csebuetnlp/banglat5_small

Model card

From the Hugging Face model README

bt5-small-bangla_lemma

This model is a fine-tuned version of csebuetnlp/banglat5_small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.8512

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: 5e-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: linear
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.23	100	11.2822
No log	0.45	200	10.6983
No log	0.68	300	10.1553
No log	0.91	400	9.6258
10.0435	1.13	500	9.0264
10.0435	1.36	600	7.9661
10.0435	1.59	700	2.8449
10.0435	1.81	800	1.8512

Framework versions

Transformers 4.38.1
Pytorch 2.0.1
Datasets 2.16.1
Tokenizers 0.15.0

Library: transformers
Type: t5
Created: Apr 24, 2024
Updated: Apr 24, 2024