loha_fine_tuned_cb_t5

lenatr99/loha_fine_tuned_cb_t5

loha_fine_tuned_cb_t5 is a machine learning model from lenatr99. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.

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

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Hugging Face

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: May 20, 2024
Updated: May 20, 2024
SHA: 6bd08aba

Base models

google-t5/t5-large

Model card

From the Hugging Face model README

loha_fine_tuned_cb_t5

This model is a fine-tuned version of google-t5/t5-large on an unknown dataset. It achieves the following results on the evaluation set:

Loss: nan
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
mixed_precision_training: Native AMP

Training results

Epoch	Step	Validation Loss	Accuracy	F1
3.5714	50	nan	0.3182	0.1536
7.1429	100	nan	0.3182	0.1536
10.7143	150	nan	0.3182	0.1536
14.2857	200	nan	0.3182	0.1536
17.8571	250	nan	0.3182	0.1536
21.4286	300	nan	0.3182	0.1536
25.0	350	nan	0.3182	0.1536
28.5714	400	nan	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

Library: peft
License: apache-2.0
Created: May 20, 2024
Updated: May 20, 2024