GPT-2-LORA-peft

stonedsmv/GPT-2-LORA-peft

GPT-2-LORA-peft is a machine learning model from stonedsmv. 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 mit.

should probably proofread and complete it, then remove this comment. --

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Hugging Face

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.json2.9 MB · 81%

At a glance

Library: peft
License: mit
Access: Public
Created: Aug 13, 2024
Updated: Aug 22, 2024
SHA: 1f08785d

Base models

Model card

From the Hugging Face model README

GPT-2-LORA-peft

This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.9035
Accuracy: 0.2451

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: 10
eval_batch_size: 10
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 8

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	71	2.1070	0.2059
No log	2.0	142	1.9541	0.2353
No log	3.0	213	1.9301	0.2451
No log	4.0	284	1.9179	0.2451
No log	5.0	355	1.9116	0.2451
No log	6.0	426	1.9067	0.2402
No log	7.0	497	1.9041	0.2402
2.1037	8.0	568	1.9035	0.2451

Framework versions

PEFT 0.12.0
Transformers 4.44.0
Pytorch 2.4.0+cu124
Datasets 2.21.0
Tokenizers 0.19.1

Library: peft
License: mit
Created: Aug 13, 2024
Updated: Aug 22, 2024