roberta-base-squad2-distilled-small-cuad-1

QuangHuy54/roberta-base-squad2-distilled-small-cuad-1

roberta-base-squad2-distilled-small-cuad-1 is a question answering model from QuangHuy54. Use it when the input is a question plus a passage. 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. --

Downloads · 30 days

2% of all-time downloads

All-time downloads

359

Public

Repo size

3.9 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin326 MB · 99%

At a glance

Task: Question Answering
Library: transformers
License: apache-2.0
Model type: roberta
Access: Public
Created: Jun 28, 2023
Updated: Jun 29, 2023
SHA: db4fd919

Try a prompt

Datasets

squad

Model card

From the Hugging Face model README

roberta-base-squad2-distilled-small-cuad-1

This model is a fine-tuned version of distilroberta-base on the squad dataset. It achieves the following results on the evaluation set:

Loss: 1.0174

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
1.3727	1.0	1125	1.1065
1.0129	2.0	2250	1.0079
0.7974	3.0	3375	1.0174

Framework versions

Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3

Task: Question Answering
Library: transformers
Type: roberta
License: apache-2.0
Created: Jun 28, 2023
Updated: Jun 29, 2023