Beta
Explore
Marketplace
Neural Labs
Playground
Wallet
Docs
BASE – AI Model by qqplot23 | AlphaNeural AI
You can deploy this model and start earning money today!
qqplot23
/
BASE
like
0
transformers
safetensors
opt
text-generation
generated_from_trainer
facebook/opt-125m
finetune
other
autotrain_compatible
text-generation-inference
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
BASE
This model is a fine-tuned version of
facebook/opt-125m
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 3.3414
Ppl: 29.2811
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: 2
eval_batch_size: 2
seed: 22554
distributed_type: multi-GPU
num_devices: 2
gradient_accumulation_steps: 8
total_train_batch_size: 32
total_eval_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 2000
num_epochs: 10
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Ppl
4.2333
2.51
4000
4.0199
57.7725
3.5457
5.01
8000
3.4861
33.8623
3.3372
7.52
12000
3.3414
29.2811
Framework versions
Transformers 4.35.0.dev0
Pytorch 1.13.1+cu117
Datasets 2.14.6
Tokenizers 0.14.1
