cam_tool_model

raghavendramurali/cam_tool_model

cam_tool_model is a machine learning model from raghavendramurali. 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: Apr 12, 2023
Updated: Apr 12, 2023
SHA: 69366682

Model card

From the Hugging Face model README

cam_tool_model

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

Loss: 4.0825
Rouge1: 0.0439
Rouge2: 0.0051
Rougel: 0.0382
Rougelsum: 0.0379
Gen Len: 18.4963

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: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	107	4.3280	0.0556	0.0051	0.046	0.0461	18.8162
No log	2.0	214	4.1684	0.0522	0.0065	0.0449	0.0447	18.6544
No log	3.0	321	4.1016	0.0454	0.0059	0.0395	0.0394	18.5074
No log	4.0	428	4.0825	0.0439	0.0051	0.0382	0.0379	18.4963

Framework versions

Transformers 4.27.4
Pytorch 2.0.0+cu118
Datasets 2.11.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 12, 2023
Updated: Apr 12, 2023