peft-dialogue-sum-train_peft

majorSeaweed/peft-dialogue-sum-train_peft

peft-dialogue-sum-train_peft is a machine learning model from majorSeaweed. 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: Apr 5, 2025
Updated: Apr 5, 2025
SHA: 5c6998ac

Base models

google/flan-t5-base

Model card

From the Hugging Face model README

peft-dialogue-sum-train_peft

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

Loss: 0.0885

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: 0.0005
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Use 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: 2

Training results

Training Loss	Epoch	Step	Validation Loss
0.139	0.2567	400	0.1021
0.1241	0.5135	800	0.0955
0.1205	0.7702	1200	0.0927
0.1158	1.0270	1600	0.0921
0.1092	1.2837	2000	0.0900
0.1101	1.5404	2400	0.0892
0.1156	1.7972	2800	0.0885

Framework versions

PEFT 0.14.0
Transformers 4.47.0
Pytorch 2.5.1+cu121
Datasets 3.3.1
Tokenizers 0.21.0

Library: peft
License: apache-2.0
Created: Apr 5, 2025
Updated: Apr 5, 2025