roberta-base_lora_lr5e-05_bs4_epoch5_wd0.01

jysssacc/roberta-base_lora_lr5e-05_bs4_epoch5_wd0.01

roberta-base_lora_lr5e-05_bs4_epoch5_wd0.01 is a machine learning model from jysssacc. 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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At a glance

Library: peft
License: mit
Access: Public
Created: Jan 9, 2024
Updated: Jan 9, 2024
SHA: 46a1f5cd

Base models

Model card

From the Hugging Face model README

roberta-base_lora_lr5e-05_bs4_epoch5_wd0.01

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

Loss: 1.9767

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: 4
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
19.1905	1.0	157	13.0895
5.1439	2.0	314	4.1232
3.8429	3.0	471	2.7016
2.6318	4.0	628	2.1310
2.3486	5.0	785	1.9767

Framework versions

PEFT 0.7.1
Transformers 4.36.2
Pytorch 2.0.1
Datasets 2.16.1
Tokenizers 0.15.0

Library: peft
License: mit
Created: Jan 9, 2024
Updated: Jan 9, 2024