llama-3.1-fine-tuned-model

Jaafer/llama-3.1-fine-tuned-model

llama-3.1-fine-tuned-model is a machine learning model from Jaafer. 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 2, 2024
Updated: Oct 8, 2024
SHA: 62007840

Base models

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

Model card

From the Hugging Face model README

llama-3.1-fine-tuned-model

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

Loss: 1.5942

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: 2
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.03
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.7852	0.2004	386	1.6317
1.6943	0.4008	772	1.6113
1.6306	0.6012	1158	1.6008
1.4606	0.8017	1544	1.5942

Framework versions

PEFT 0.13.1
Transformers 4.44.2
Pytorch 2.4.0
Datasets 3.0.0
Tokenizers 0.19.1

Library: peft
License: llama3
Created: Oct 2, 2024
Updated: Oct 8, 2024