cmpe346_121200144_assignment02_sentiment

whenthiswinter/cmpe346_121200144_assignment02_sentiment

cmpe346_121200144_assignment02_sentiment is a machine learning model from whenthiswinter. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.

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

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At a glance

License: mit
Model type: xlm-roberta
Access: Public
Created: May 17, 2025
Updated: May 17, 2025
SHA: 8ef39cf4

Base models

Model card

From the Hugging Face model README

cmpe346_121200144_assignment02_sentiment

This model is a fine-tuned version of xlm-roberta-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2434
F1: 0.9077
Accuracy: 0.908

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: 8
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	F1	Accuracy
0.2185	1.0	6250	0.2434	0.9077	0.908

Framework versions

Transformers 4.38.0
Pytorch 2.6.0+cu124
Datasets 2.14.4
Tokenizers 0.15.2

Type: xlm-roberta
License: mit
Created: May 17, 2025
Updated: May 17, 2025