amtibot0

josiahgottfried/amtibot0

amtibot0 is a machine learning model from josiahgottfried. 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 26, 2024
Updated: Apr 26, 2024
SHA: 98e33f44

Base models

Model card

From the Hugging Face model README

amtibot0

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

Loss: 3.7046
Rouge1: 0.3003
Rouge2: 0.1181
Rougel: 0.2653
Rougelsum: 0.2653
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: 32
eval_batch_size: 32
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	10	4.1094	0.3037	0.1191	0.2643	0.2644	19.0
No log	2.0	20	3.8791	0.3019	0.1174	0.2645	0.2644	19.0
No log	3.0	30	3.7484	0.3031	0.1202	0.2678	0.268	19.0
No log	4.0	40	3.7046	0.3003	0.1181	0.2653	0.2653	19.0

Framework versions

Transformers 4.39.3
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 26, 2024
Updated: Apr 26, 2024