va_qa_model

GuuTran/va_qa_model

va_qa_model is a question answering model from GuuTran. 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: May 19, 2024
Updated: May 20, 2024
SHA: 9bf00b27

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Base models

Model card

From the Hugging Face model README

va_qa_model

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

Loss: 5.1515

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: 3e-05
train_batch_size: 32
eval_batch_size: 32
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	1	5.8410
No log	2.0	2	5.7405
No log	3.0	3	5.6423
No log	4.0	4	5.5430
No log	5.0	5	5.4502
No log	6.0	6	5.3626
No log	7.0	7	5.2835
No log	8.0	8	5.2206
No log	9.0	9	5.1752
No log	10.0	10	5.1515

Framework versions

Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Task: Question Answering
Library: transformers
Type: distilbert
License: apache-2.0
Created: May 19, 2024
Updated: May 20, 2024