loha_fine_tuned_cb_XLMroberta – AI Model by lenatr99 | AlphaNeural AI

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lenatr99/
loha_fine_tuned_cb_XLMroberta

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FacebookAI/xlm-roberta-base

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loha_fine_tuned_cb_XLMroberta

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

Loss: 1.3380
Accuracy: 0.3182
F1: 0.1536

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
training_steps: 400

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.8809	3.5714	50	1.2255	0.3182	0.1536
0.7544	7.1429	100	1.2817	0.3182	0.1536
0.7672	10.7143	150	1.3164	0.3182	0.1536
0.7357	14.2857	200	1.3296	0.3182	0.1536
0.7661	17.8571	250	1.3282	0.3182	0.1536
0.7522	21.4286	300	1.3353	0.3182	0.1536
0.7208	25.0	350	1.3379	0.3182	0.1536
0.7377	28.5714	400	1.3380	0.3182	0.1536

Framework versions

PEFT 0.11.1
Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1