bart_math_solver_2

anandNakat/bart_math_solver_2

bart_math_solver_2 is a machine learning model from anandNakat. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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

Library: transformers
License: apache-2.0
Model type: bart
Access: Public
Created: Oct 25, 2023
Updated: Oct 25, 2023
SHA: b41f5846

Base models

facebook/bart-large

Model card

From the Hugging Face model README

bart_math_solver_2

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

Loss: 0.6739

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: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 8

Training results

Training Loss	Epoch	Step	Validation Loss
0.6678	1.0	221	0.6366
0.6333	2.0	442	0.6897
0.612	3.0	663	0.6775
0.5361	4.0	884	0.6384
0.5411	5.0	1105	0.6976
0.5831	6.0	1326	0.6655
0.5733	7.0	1547	0.6790
0.5658	8.0	1768	0.6739

Framework versions

Transformers 4.34.1
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1

Library: transformers
Type: bart
License: apache-2.0
Created: Oct 25, 2023
Updated: Oct 25, 2023