sanskrit-english-model

ubermenchh/sanskrit-english-model

sanskrit-english-model is a machine learning model from ubermenchh. 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: t5
Access: Public
Created: Nov 15, 2023
Updated: Nov 15, 2023
SHA: e0d8478c

Base models

Datasets

itihasa

Model card

From the Hugging Face model README

sanskrit-english-model

This model is a fine-tuned version of t5-small on the itihasa dataset. It achieves the following results on the evaluation set:

Loss: 3.7022
Bleu: 0.3733
Gen Len: 19.0

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: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
3.9891	1.0	4698	3.7609	0.3838	19.0
3.9079	2.0	9396	3.7022	0.3733	19.0

Framework versions

Transformers 4.35.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.14.1

Library: transformers
Type: t5
License: apache-2.0
Created: Nov 15, 2023
Updated: Nov 15, 2023