roberta-large-finetuned-squad

Bubblyboo/roberta-large-finetuned-squad

roberta-large-finetuned-squad is a question answering model from Bubblyboo. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as mit.

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

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At a glance

Task: Question Answering
Library: transformers
License: mit
Model type: roberta
Access: Public
Created: Mar 4, 2025
Updated: Mar 15, 2025
SHA: e32ff9ef

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Base models

Model card

From the Hugging Face model README

roberta-large-finetuned-squad

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

Loss: 0.3013

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: 16
eval_batch_size: 16
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	191	0.3046
No log	2.0	382	0.2449
0.4847	3.0	573	0.3013

Framework versions

Transformers 4.48.3
Pytorch 2.6.0+cu124
Tokenizers 0.21.0

Task: Question Answering
Library: transformers
Type: roberta
License: mit
Created: Mar 4, 2025
Updated: Mar 15, 2025