gpad-v22-taskA-entropy-only

ranjankn/gpad-v22-taskA-entropy-only

gpad-v22-taskA-entropy-only is a machine learning model from ranjankn. Use it for the machine learning task on the model card, and read the license before you ship it in a product.

should probably proofread and complete it, then remove this comment. --

Downloads · 30 days

15% of all-time downloads

All-time downloads

Public

Parameters

132M

528 MB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors528 MB · 100%

At a glance

Model type: roberta
Access: Public
Created: Nov 4, 2025
Updated: Nov 4, 2025
SHA: 7b353139

Model card

From the Hugging Face model README

gpad-v22-taskA-entropy-only

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

Loss: 0.0287
Accuracy: 0.9934
F1 Macro: 0.9933
F1 Weighted: 0.9934
Precision Macro: 0.9948
Recall Macro: 0.9917

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: 16
eval_batch_size: 12
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1 Macro	F1 Weighted	Precision Macro	Recall Macro
0.0413	1.0	2736	0.0266	0.9929	0.9927	0.9929	0.9935	0.9918
0.0206	2.0	5472	0.0258	0.9935	0.9933	0.9935	0.9946	0.9920
0.0133	3.0	8208	0.0258	0.9939	0.9938	0.9939	0.9954	0.9922
0.0095	4.0	10944	0.0287	0.9934	0.9933	0.9934	0.9948	0.9917

Framework versions

Transformers 4.41.0
Pytorch 2.8.0+cu126
Datasets 4.3.0
Tokenizers 0.19.1

Type: roberta
Created: Nov 4, 2025
Updated: Nov 4, 2025