llama-3-8b-finetuned-peft-exp

vaishnavik31/llama-3-8b-finetuned-peft-exp

llama-3-8b-finetuned-peft-exp is a machine learning model from vaishnavik31. 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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At a glance

Library: peft
License: llama3
Model type: llama
Access: Public
Created: Jul 23, 2024
Updated: Jul 24, 2024
SHA: 17bc7847

Base models

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

Model card

From the Hugging Face model README

llama-3-8b-finetuned-peft-exp

This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1550

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

Training results

Training Loss	Epoch	Step	Validation Loss
0.0902	0.1998	90	0.1856
0.1458	0.3996	180	0.1749
0.2055	0.5993	270	0.1664
0.1414	0.7991	360	0.1581
0.1347	0.9989	450	0.1550

Framework versions

PEFT 0.11.1
Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Library: peft
Type: llama
License: llama3
Created: Jul 23, 2024
Updated: Jul 24, 2024