TaiDepZai999-UIT-Vit5

NBTailee/TaiDepZai999-UIT-Vit5

TaiDepZai999-UIT-Vit5 is a machine learning model from NBTailee. 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 peft. The card lists the license as mit.

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

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Hugging Face

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At a glance

Library: peft
License: mit
Access: Public
Created: Jul 11, 2024
Updated: Jul 13, 2024
SHA: 60269be6

Base models

VietAI/vit5-base

Model card

From the Hugging Face model README

TaiDepZai999-UIT-Vit5

This model is a fine-tuned version of VietAI/vit5-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 26.7447
Rouge1: 10.0592
Rouge2: 4.8665
Rougel: 8.6097
Rougelsum: 8.6121

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: 1e-05
train_batch_size: 16
eval_batch_size: 16
seed: 221
gradient_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
No log	0.9968	78	29.6912	10.6188	5.0941	9.0232	9.0244
No log	1.9936	156	28.8059	10.5140	5.0396	8.9231	8.9360
No log	2.9904	234	26.7447	10.0592	4.8665	8.6097	8.6121

Framework versions

PEFT 0.11.1
Transformers 4.41.2
Pytorch 2.1.2
Datasets 2.19.2
Tokenizers 0.19.1

Library: peft
License: mit
Created: Jul 11, 2024
Updated: Jul 13, 2024