model-proiect-nlp

teoogherghi/model-proiect-nlp

model-proiect-nlp is a machine learning model from teoogherghi. 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 transformers. The card lists the license as apache-2.0.

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

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At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Jan 21, 2024
Updated: Jan 23, 2024
SHA: b0b94980

Model card

From the Hugging Face model README

model-proiect-nlp

This model is a fine-tuned version of teoogherghi/model-proiect-nlp on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0232

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: 0.0003
train_batch_size: 8
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
0.0324	0.49	500	0.0237
0.0306	0.97	1000	0.0232
0.0244	1.46	1500	0.0239
0.0232	1.95	2000	0.0235
0.0196	2.44	2500	0.0235
0.018	2.92	3000	0.0237
0.0153	3.41	3500	0.0248
0.015	3.9	4000	0.0245
0.0128	4.39	4500	0.0254
0.0125	4.87	5000	0.0253

Framework versions

Transformers 4.37.0
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.0

Library: transformers
Type: t5
License: apache-2.0
Created: Jan 21, 2024
Updated: Jan 23, 2024