flan-t5-base

sairamareddy/flan-t5-base

flan-t5-base is a machine learning model from sairamareddy. 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: Feb 15, 2025
Updated: Feb 15, 2025
SHA: bf5f878e

Base models

google/flan-t5-base

Model card

From the Hugging Face model README

flan-t5-base

This model is a fine-tuned version of google/flan-t5-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.5164

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: 1e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 15

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	7	0.5247
0.7817	2.0	14	0.5236
0.7751	3.0	21	0.5227
0.7751	4.0	28	0.5217
0.7577	5.0	35	0.5201
0.7611	6.0	42	0.5194
0.7611	7.0	49	0.5187
0.7587	8.0	56	0.5181
0.7491	9.0	63	0.5176
0.7497	10.0	70	0.5171
0.7497	11.0	77	0.5167
0.7639	12.0	84	0.5165
0.7687	13.0	91	0.5164
0.7687	14.0	98	0.5164
0.7907	15.0	105	0.5164

Framework versions

PEFT 0.14.0
Transformers 4.48.3
Pytorch 2.5.1+cu124
Datasets 3.3.0
Tokenizers 0.21.0

Library: peft
License: apache-2.0
Created: Feb 15, 2025
Updated: Feb 15, 2025