Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
led-pubmed-20K-8192-v2 – AI Model by LA1512 | AlphaNeural AI
You can deploy this model and start earning money today!
LA1512
/
led-pubmed-20K-8192-v2
like
0
transformers
safetensors
led
text2text-generation
generated_from_trainer
pszemraj/led-base-book-summary
finetune
bsd-3-clause
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
results
This model is a fine-tuned version of
pszemraj/led-base-book-summary
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 3.3024
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: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 400
num_epochs: 1
label_smoothing_factor: 0.1
Training results
Training Loss
Epoch
Step
Validation Loss
3.6915
0.16
200
3.6060
3.4897
0.32
400
3.4824
3.3696
0.48
600
3.3890
3.3809
0.64
800
3.3488
3.324
0.8
1000
3.3169
3.3294
0.96
1200
3.3024
Framework versions
Transformers 4.39.3
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2
