my_awesome_qa_model

Matheusmatos2916/my_awesome_qa_model

my_awesome_qa_model is a question answering model from Matheusmatos2916. 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: Oct 24, 2023
Updated: Dec 19, 2023
SHA: bb33655f

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: 8.0800

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: 8
eval_batch_size: 8
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	150	6.9242
No log	2.0	300	7.7030
No log	3.0	450	8.7695
1.1393	4.0	600	8.1844
1.1393	5.0	750	8.0800

Framework versions

Transformers 4.32.1
Pytorch 2.1.0
Datasets 2.12.0
Tokenizers 0.13.3

Task: Question Answering
Library: transformers
Type: roberta
License: cc-by-4.0
Created: Oct 24, 2023
Updated: Dec 19, 2023