bart_medical_quad_model

smrynrz20/bart_medical_quad_model

bart_medical_quad_model is a question answering model from smrynrz20. 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: bart
Access: Public
Created: Apr 1, 2024
Updated: May 7, 2024
SHA: 95e896e1

Try a prompt

Base models

facebook/bart-base

Model card

From the Hugging Face model README

bart_medical_quad_model

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

Loss: 0.0000

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: 3.7185140364032e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
training_steps: 820

Training results

Training Loss	Epoch	Step
0.0	0.1220	100
0.0004	0.2439	200
0.0	0.3659	300
0.0004	0.4878	400
0.0002	1.1091	500
0.0	1.2311	600
0.0001	1.3530	700
0.0001	1.475	800

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: bart
License: apache-2.0
Created: Apr 1, 2024
Updated: May 7, 2024