qm_sum_flan_t5-large

iamanavk/qm_sum_flan_t5-large

qm_sum_flan_t5-large is a machine learning model from iamanavk. 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: May 24, 2023
Updated: May 24, 2023
SHA: 9c97b461

Model card

From the Hugging Face model README

qm_sum_flan_t5-large

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

Loss: nan
Rouge1: 0.0704
Rouge2: 0.0125
Rougel: 0.0572
Rougelsum: 0.0571
Gen Len: 13.0368

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: 5e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 16
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	0.99	78	nan	0.0704	0.0125	0.0572	0.0571	13.0368
No log	2.0	157	nan	0.0704	0.0125	0.0572	0.0571	13.0368
No log	2.99	235	nan	0.0704	0.0125	0.0572	0.0571	13.0368
No log	3.97	312	nan	0.0704	0.0125	0.0572	0.0571	13.0368

Framework versions

Transformers 4.28.1
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: May 24, 2023
Updated: May 24, 2023