my_awesome_qa_model

ahmadtashfeen/my_awesome_qa_model

my_awesome_qa_model is a question answering model from ahmadtashfeen. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as cc-by-4.0.

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

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At a glance

Task: Question Answering
Library: transformers
License: cc-by-4.0
Model type: roberta
Access: Public
Created: Nov 26, 2023
Updated: Nov 26, 2023
SHA: 2c84686f

Try a prompt

Base models

deepset/roberta-base-squad2

Model card

From the Hugging Face model README

my_awesome_qa_model

This model is a fine-tuned version of deepset/roberta-base-squad2 on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.0044

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	21	0.4687
No log	2.0	42	0.5886
No log	3.0	63	0.6614
No log	4.0	84	0.6629
No log	5.0	105	0.8131
No log	6.0	126	1.1301
No log	7.0	147	0.9610
No log	8.0	168	1.0402
No log	9.0	189	1.0127
No log	10.0	210	1.0044

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu118
Datasets 2.15.0
Tokenizers 0.15.0

Task: Question Answering
Library: transformers
Type: roberta
License: cc-by-4.0
Created: Nov 26, 2023
Updated: Nov 26, 2023