flan-t5-small-code_de_travail

KarBik/flan-t5-small-code_de_travail

flan-t5-small-code_de_travail is a machine learning model from KarBik. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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

License: apache-2.0
Model type: t5
Access: Public
Created: Aug 14, 2024
Updated: Aug 14, 2024
SHA: f1cdb24d

Base models

google/flan-t5-small

Model card

From the Hugging Face model README

flan-t5-small-code_de_travail

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: 1.8644
Rouge1: 25.4859
Rouge2: 9.5703
Rougel: 20.373
Rougelsum: 22.7081
Gen Len: 19.0

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: 8
eval_batch_size: 8
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	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	100	1.9280	25.07	8.9144	19.6643	22.1851	19.0
No log	2.0	200	1.8979	25.3572	9.3844	20.223	22.645	19.0
No log	3.0	300	1.8786	25.3392	9.4074	20.2737	22.6969	19.0
No log	4.0	400	1.8671	25.2214	9.3115	20.2123	22.5665	19.0
2.1021	5.0	500	1.8644	25.4859	9.5703	20.373	22.7081	19.0

Framework versions

Transformers 4.36.2
Pytorch 2.1.2+cu121
Datasets 2.16.1
Tokenizers 0.15.2

Type: t5
License: apache-2.0
Created: Aug 14, 2024
Updated: Aug 14, 2024