MIDIGen_Llama3_8B-Instruct_finetuned_10steps_test

MikeMpapa/MIDIGen_Llama3_8B-Instruct_finetuned_10steps_test

MIDIGen_Llama3_8B-Instruct_finetuned_10steps_test is a machine learning model from MikeMpapa. 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 10, 2024
Updated: Jul 10, 2024
SHA: 2ca3e990

Base models

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

Datasets

generator

Model card

From the Hugging Face model README

MIDIGen_Llama3_8B-Instruct_finetuned_10steps_test

This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B-Instruct on the generator dataset.

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: 1e-05
train_batch_size: 8
eval_batch_size: 1
seed: 42
distributed_type: multi-GPU
num_devices: 8
gradient_accumulation_steps: 2
total_train_batch_size: 128
total_eval_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
lr_scheduler_warmup_ratio: 0.03
training_steps: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.0290	10	1.4814

Framework versions

PEFT 0.10.0
Transformers 4.40.0
Pytorch 2.1.0
Datasets 2.18.0
Tokenizers 0.19.1

Library: peft
Type: llama
License: llama3
Created: Jul 10, 2024
Updated: Jul 10, 2024