flan-t5-large-joint-dg

rrodrigu3z/flan-t5-large-joint-dg

flan-t5-large-joint-dg is a machine learning model from rrodrigu3z. 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: Dec 17, 2023
Updated: Dec 18, 2023
SHA: 5fc52876

Base models

google/flan-t5-large

Model card

From the Hugging Face model README

flan-t5-large-joint-dg

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

Loss: 1.1777

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: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss
1.3443	0.37	2000	1.2275
1.3148	0.73	4000	1.2038
1.2259	1.1	6000	1.1960
1.2271	1.46	8000	1.1903
1.2224	1.83	10000	1.1795
1.166	2.19	12000	1.1835
1.1599	2.56	14000	1.1792
1.1644	2.92	16000	1.1776

Framework versions

Transformers 4.35.2
Pytorch 2.1.1+cu121
Datasets 2.4.0
Tokenizers 0.15.0

Library: transformers
Type: t5
License: apache-2.0
Created: Dec 17, 2023
Updated: Dec 18, 2023