distilbert-base-uncased-finetuned-cola

peining7003/distilbert-base-uncased-finetuned-cola

distilbert-base-uncased-finetuned-cola is a text generation model from peining7003. Use it when you need the model to write or continue text. 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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Base models

Model card

From the Hugging Face model README

distilbert-base-uncased-finetuned-cola

This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.6691
Matthews Correlation: 0.5171

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: 5.6294991226703914e-05
train_batch_size: 64
eval_batch_size: 16
seed: 16
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Matthews Correlation
No log	1.0	134	0.4796	0.4210
No log	2.0	268	0.4766	0.5101
No log	3.0	402	0.5300	0.5083
0.3001	4.0	536	0.6691	0.5171

Framework versions

Transformers 4.51.3
Pytorch 2.6.0+cu124
Datasets 2.21.0
Tokenizers 0.21.1

Task: Text Generation
Library: transformers
Type: llama
License: apache-2.0
Created: Apr 16, 2025
Updated: Apr 16, 2025