llama_summarizer_5

zera09/llama_summarizer_5

llama_summarizer_5 is a machine learning model from zera09. 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: Sep 17, 2024
Updated: Sep 17, 2024
SHA: 7666d43d

Base models

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

Model card

From the Hugging Face model README

llama_summarizer_5

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: 2.7540

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: 16
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 5
num_epochs: 20

Training results

Training Loss	Epoch	Step	Validation Loss
0.4363	4.0	1576	1.5222
0.3209	8.0	3152	2.4349
0.2798	12.0	4728	2.7345
0.2285	16.0	6304	2.7018
0.2401	20.0	7880	2.7540

Framework versions

PEFT 0.12.1.dev0
Transformers 4.45.0.dev0
Pytorch 2.4.1+cu121
Datasets 3.0.0
Tokenizers 0.19.1

Library: peft
License: llama3
Created: Sep 17, 2024
Updated: Sep 17, 2024