assignment2_attempt1

mpalaval/assignment2_attempt1

assignment2_attempt1 is a machine learning model from mpalaval. 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: Oct 26, 2023
Updated: Oct 26, 2023
SHA: 7cb8de10

Base models

Model card

From the Hugging Face model README

assignment2_attempt1

This model is a fine-tuned version of t5-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 5.5679
Rouge1: 0.1429
Rouge2: 0.0
Rougel: 0.0816
Rougelsum: 0.0816
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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rougel	Rougelsum	Gen Len
No log	1.0	1	6.2764	0.1429	0.0816	0.0816	19.0
No log	2.0	2	6.1100	0.1429	0.0816	0.0816	19.0
No log	3.0	3	5.9592	0.1429	0.0816	0.0816	19.0
No log	4.0	4	5.8185	0.1429	0.0816	0.0816	19.0
No log	5.0	5	5.6855	0.1429	0.0816	0.0816	19.0
No log	6.0	6	5.5679	0.1429	0.0816	0.0816	19.0

Framework versions

Transformers 4.34.1
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1

Library: transformers
Type: t5
License: apache-2.0
Created: Oct 26, 2023
Updated: Oct 26, 2023