roberta-base-squad-finetuned-squad

Swty/roberta-base-squad-finetuned-squad

roberta-base-squad-finetuned-squad is a question answering model from Swty. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as cc-by-4.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Question Answering
Library: transformers
License: cc-by-4.0
Model type: roberta
Access: Public
Created: Nov 7, 2022
Updated: Nov 9, 2022
SHA: 5f52f123

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Model card

From the Hugging Face model README

roberta-base-squad-finetuned-squad

This model is a fine-tuned version of deepset/roberta-base-squad2 on the None dataset. It achieves the following results on the evaluation set:

Loss: 6.7060

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: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	17	5.9055
No log	2.0	34	6.2285
No log	3.0	51	6.8639
No log	4.0	68	6.3238
No log	5.0	85	7.0916
No log	6.0	102	6.7791
No log	7.0	119	6.8093
No log	8.0	136	6.7029
No log	9.0	153	6.7142
No log	10.0	170	6.7060

Framework versions

Transformers 4.21.0
Pytorch 1.11.0+cu102
Datasets 2.6.1
Tokenizers 0.12.1

Task: Question Answering
Library: transformers
Type: roberta
License: cc-by-4.0
Created: Nov 7, 2022
Updated: Nov 9, 2022