distilbert-base-uncased-finetuned-squad-1

ChutianTao/distilbert-base-uncased-finetuned-squad-1

distilbert-base-uncased-finetuned-squad-1 is a question answering model from ChutianTao. 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. --

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At a glance

Task: Question Answering
Library: transformers
License: apache-2.0
Model type: distilbert
Access: Public
Created: Nov 10, 2022
Updated: Nov 10, 2022
SHA: 835a9bc8

Try a prompt

Datasets

squad

Model card

From the Hugging Face model README

distilbert-base-uncased-finetuned-squad-1

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

Loss: 1.6247

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
2.9872	1.0	554	1.7933
1.6189	2.0	1108	1.6159
1.3125	3.0	1662	1.6247

Framework versions

Transformers 4.24.0
Pytorch 1.12.1+cu113
Datasets 2.6.1
Tokenizers 0.13.2

Task: Question Answering
Library: transformers
Type: distilbert
License: apache-2.0
Created: Nov 10, 2022
Updated: Nov 10, 2022