llama3b_kg_gen

Kamyar-zeinalipour/llama3b_kg_gen

llama3b_kg_gen is a machine learning model from Kamyar-zeinalipour. 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 llama3.2.

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: llama3.2
Access: Public
Created: Apr 15, 2025
Updated: Apr 15, 2025
SHA: 8737fdca

Base models

meta-llama/Llama-3.2-3B-Instruct

Model card

From the Hugging Face model README

llama3b_kg_gen

This model is a fine-tuned version of meta-llama/Llama-3.2-3B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.7172

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: 4
eval_batch_size: 4
seed: 100
gradient_accumulation_steps: 2
total_train_batch_size: 8
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: cosine
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss
0.758	1.0	244	0.7615
0.6644	2.0	488	0.7117
0.5198	3.0	732	0.7172

Framework versions

PEFT 0.15.2.dev0
Transformers 4.50.3
Pytorch 2.3.0+cu121
Datasets 3.5.0
Tokenizers 0.21.1

Library: peft
License: llama3.2
Created: Apr 15, 2025
Updated: Apr 15, 2025