bangla_idiom_generation_v1

mHossain/bangla_idiom_generation_v1

bangla_idiom_generation_v1 is a machine learning model from mHossain. 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. The card lists the license as apache-2.0.

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

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At a glance

Library: transformers
License: apache-2.0
Model type: mt5
Access: Public
Created: Sep 28, 2023
Updated: Sep 28, 2023
SHA: 47aaee3a

Base models

google/mt5-base

Model card

From the Hugging Face model README

bangla_idiom_generation_v1

This model is a fine-tuned version of google/mt5-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: nan
Rouge1: 0.0
Rouge2: 0.0
Rougel: 0.0
Rougelsum: 0.0
Gen Len: 6.6947

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
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 5000
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Gen Len
No log	0.99	56	nan	6.6947
No log	2.0	113	nan	6.6947
No log	2.97	168	nan	6.6947

Framework versions

Transformers 4.33.3
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3

Library: transformers
Type: mt5
License: apache-2.0
Created: Sep 28, 2023
Updated: Sep 28, 2023