bart-finetuning-job-recs

ashleychen/bart-finetuning-job-recs

bart-finetuning-job-recs is a machine learning model from ashleychen. 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: Oct 27, 2022
Updated: Dec 4, 2022
SHA: c15d8c97

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ashleychen/basic-job-recs

Model card

From the Hugging Face model README

bart-finetuning-job-recs

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: 2.1219

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: 1e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 200
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
2.878	0.1	1000	2.5845
2.5583	0.2	2000	2.4206
2.3887	0.3	3000	2.3398
2.244	0.4	4000	2.2853
2.2182	0.5	5000	2.2355
2.1509	0.6	6000	2.1872
2.0912	0.7	7000	2.1582
2.1208	0.8	8000	2.1435
2.0248	0.9	9000	2.1309
2.0394	1.0	10000	2.1219

Framework versions

Transformers 4.25.1
Pytorch 1.12.1+cu113
Datasets 2.7.1
Tokenizers 0.13.2

Library: transformers
Type: bart
License: apache-2.0
Created: Oct 27, 2022
Updated: Dec 4, 2022