bart_tech_keywords

wbcmthh42/bart_tech_keywords

bart_tech_keywords is a machine learning model from wbcmthh42. 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: bart
Access: Public
Created: Sep 11, 2024
Updated: Sep 11, 2024
SHA: aaa476e5

Base models

facebook/bart-large

Model card

From the Hugging Face model README

bart_tech_keywords

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

Loss: 0.8912

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: 16
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
1.4049	0.4447	50	1.1729
1.1023	0.8894	100	1.0794
0.9659	1.3341	150	0.9492
0.9226	1.7788	200	0.8965
0.8488	2.2235	250	0.8998
0.8581	2.6681	300	0.8912

Framework versions

Transformers 4.44.2
Pytorch 2.4.1
Datasets 2.21.0
Tokenizers 0.19.1

Library: transformers
Type: bart
License: apache-2.0
Created: Sep 11, 2024
Updated: Sep 11, 2024