T5-large-Lora-0913

rishisuresh/T5-large-Lora-0913

T5-large-Lora-0913 is a machine learning model from rishisuresh. 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: Sep 14, 2024
Updated: Sep 14, 2024
SHA: 7e2b7b66

Base models

google/flan-t5-large

Model card

From the Hugging Face model README

T5-large-Lora-0913

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: 0.0263

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: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 6

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	90	0.1420
No log	2.0	180	0.0555
No log	3.0	270	0.0394
No log	4.0	360	0.0317
No log	5.0	450	0.0276
0.2952	6.0	540	0.0263

Framework versions

PEFT 0.12.0
Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.0
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: Sep 14, 2024
Updated: Sep 14, 2024