finetuned_roberta_large_custom

Glow-01/finetuned_roberta_large_custom

finetuned_roberta_large_custom is a question answering model from Glow-01. 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: Mar 11, 2024
Updated: Mar 11, 2024
SHA: a98f8618

Try a prompt

Base models

deepset/roberta-large-squad2

Model card

From the Hugging Face model README

finetuned_roberta_large_custom

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

Loss: 2.5061

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: 5e-05
train_batch_size: 1
eval_batch_size: 1
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss
2.082	1.0	600	1.7062
1.6404	2.0	1200	2.7324
1.3663	3.0	1800	2.0644
0.8431	4.0	2400	2.3039

Framework versions

Transformers 4.37.0
Pytorch 2.1.2
Datasets 2.1.0
Tokenizers 0.15.1

Task: Question Answering
Library: transformers
Type: roberta
License: cc-by-4.0
Created: Mar 11, 2024
Updated: Mar 11, 2024