arduino-fine_tuned

MymyTL/arduino-fine_tuned

arduino-fine_tuned is a machine learning model from MymyTL. 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 bsd-3-clause.

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: bsd-3-clause
Access: Public
Created: Aug 6, 2024
Updated: Aug 6, 2024
SHA: 57b8b3d6

Base models

Salesforce/codegen-350M-multi

Model card

From the Hugging Face model README

arduino-fine_tuned

This model is a fine-tuned version of Salesforce/codegen-350M-multi on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2232

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: 0.0002
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 2
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.5517	0.9964	140	0.3323
0.3111	2.0	281	0.2730
0.2641	2.9964	421	0.2525
0.2342	4.0	562	0.2399
0.2181	4.9964	702	0.2317
0.1998	6.0	843	0.2298
0.1897	6.9964	983	0.2242
0.1766	8.0	1124	0.2231
0.1694	8.9964	1264	0.2222
0.1606	9.9644	1400	0.2232

Framework versions

PEFT 0.12.0
Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Library: peft
License: bsd-3-clause
Created: Aug 6, 2024
Updated: Aug 6, 2024