distilbert-base-cased-distilled-squad-finetuned-squad

noahjl/distilbert-base-cased-distilled-squad-finetuned-squad

distilbert-base-cased-distilled-squad-finetuned-squad is a machine learning model from noahjl. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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

License: apache-2.0
Model type: distilbert
Access: Public
Created: Aug 25, 2024
Updated: Aug 25, 2024
SHA: 30559ce8

Base models

Model card

From the Hugging Face model README

distilbert-base-cased-distilled-squad-finetuned-squad

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

Loss: 0.9898

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: 5

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	12	1.1905
No log	2.0	24	1.0666
No log	3.0	36	0.9980
No log	4.0	48	0.9921
No log	5.0	60	0.9898

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.21.0
Tokenizers 0.19.1

Type: distilbert
License: apache-2.0
Created: Aug 25, 2024
Updated: Aug 25, 2024