led-base-16384-cnn_dailymail_v3

Farshid/led-base-16384-cnn_dailymail_v3

led-base-16384-cnn_dailymail_v3 is a machine learning model from Farshid. 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: led
Access: Public
Created: Oct 10, 2023
Updated: Oct 10, 2023
SHA: 52cfeed2

Base models

allenai/led-base-16384

Datasets

cnn_dailymail

Model card

From the Hugging Face model README

led-base-16384-cnn_dailymail_v3

This model is a fine-tuned version of allenai/led-base-16384 on the cnn_dailymail dataset. It achieves the following results on the evaluation set:

Loss: 1.6000

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: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 32
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
1.9392	0.45	1000	1.6459
1.7291	0.89	2000	1.6000

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1

Library: transformers
Type: led
License: apache-2.0
Created: Oct 10, 2023
Updated: Oct 10, 2023