flan-t5-small

victorious123/flan-t5-small

flan-t5-small is a machine learning model from victorious123. 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: Apr 8, 2024
Updated: Apr 8, 2024
SHA: 43d165f6

Base models

google/flan-t5-small

Model card

From the Hugging Face model README

flan-t5-small

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

Loss: 2.8602
Bleu: 2.1166

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
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu
12.1197	1.0	50	5.2384	0.3407
5.2507	2.0	100	3.9968	0.7662
4.0611	3.0	150	3.5896	1.0135
3.6339	4.0	200	3.3513	1.6069
3.3393	5.0	250	3.1621	1.9097
3.0968	6.0	300	3.0131	2.0856
2.9193	7.0	350	2.9345	2.1837
2.8098	8.0	400	2.8925	2.1651
2.7505	9.0	450	2.8672	2.0322
2.7153	10.0	500	2.8602	2.1166

Framework versions

Transformers 4.39.3
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: t5
License: apache-2.0
Created: Apr 8, 2024
Updated: Apr 8, 2024