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learn3r/
sfd_blueprint_bart_base

Name: sfd_blueprint_bart_base
Availability: InStock

generated_from_trainer

learn3r/summ_screen_fd_bp

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summ_screen_fd_blueprint_epoch_10

This model is a fine-tuned version of facebook/bart-base on the learn3r/summ_screen_fd_bp dataset. It achieves the following results on the evaluation set:

Loss: 2.0208

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: 0.0001
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 32
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-06
lr_scheduler_type: linear
num_epochs: 10.0

Training results

Training Loss	Epoch	Step	Validation Loss
3.382	0.97	14	2.3120
2.5354	1.95	28	2.1625
2.2504	2.99	43	2.1031
2.1809	3.97	57	2.0733
2.0889	4.94	71	2.0513
2.0586	5.98	86	2.0359
2.0117	6.96	100	2.0325
1.9849	8.0	115	2.0254
1.9803	8.97	129	2.0218
1.9584	9.74	140	2.0208

Framework versions

Transformers 4.32.0.dev0
Pytorch 2.0.1+cu117
Datasets 2.14.4
Tokenizers 0.13.3

learn3r/sfd_blueprint_bart_base

summ_screen_fd_blueprint_epoch_10

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

learn3r/
sfd_blueprint_bart_base