Llama3_less_data_SUPNT

rishavranaut/Llama3_less_data_SUPNT

Llama3_less_data_SUPNT is a machine learning model from rishavranaut. 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 llama3.

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: llama3
Access: Public
Created: Oct 24, 2024
Updated: Oct 24, 2024
SHA: 5125089d

Base models

meta-llama/Meta-Llama-3-8B

Model card

From the Hugging Face model README

Llama3_less_data_SUPNT

This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.9354
Accuracy: 0.7867
Precision: 0.7443
Recall: 0.8733
F1 score: 0.8037

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: 0.0001
train_batch_size: 16
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision	Recall	F1 score
0.487	1.0	200	0.6341	0.7833	0.7640	0.82	0.7910
0.2565	2.0	400	0.7592	0.7833	0.7429	0.8667	0.8
0.1559	3.0	600	0.7008	0.79	0.7514	0.8667	0.8050
0.1054	4.0	800	0.8348	0.79	0.7486	0.8733	0.8062
0.051	5.0	1000	0.9354	0.7867	0.7443	0.8733	0.8037

Framework versions

PEFT 0.11.1
Transformers 4.44.2
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Library: peft
License: llama3
Created: Oct 24, 2024
Updated: Oct 24, 2024