Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
MiniLMv2-L6-H768-distilled-from-RoBERTa-Large-finetuned-wikitext103 – AI Model by saghar | AlphaNeural AI
You can deploy this model and start earning money today!
saghar
/
MiniLMv2-L6-H768-distilled-from-RoBERTa-Large-finetuned-wikitext103
like
0
transformers
pytorch
roberta
fill-mask
generated_from_trainer
wikitext
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
MiniLMv2-L6-H768-distilled-from-RoBERTa-Large-finetuned-wikitext103
This model is a fine-tuned version of
nreimers/MiniLMv2-L6-H768-distilled-from-RoBERTa-Large
on the wikitext dataset. It achieves the following results on the evaluation set:
Loss: 3.7556
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: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0
Training results
Training Loss
Epoch
Step
Validation Loss
4.6806
1.0
3125
3.9691
4.0441
2.0
6250
3.7885
3.9509
3.0
9375
3.7556
Framework versions
Transformers 4.16.2
Pytorch 1.8.1
Datasets 1.11.0
Tokenizers 0.10.3
